{"id":"W2994701006","doi":"10.1097/pr9.0000000000000799","title":"The Quebec Low Back Pain Study: a protocol for an innovative 2-tier provincial cohort","year":2019,"lang":"en","type":"article","venue":"PAIN Reports","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation; Centre Hospitalier de l’Université de Montréal; Université Laval; Quebec Rehabilitation Research Network; McGill University; McGill University Health Centre; Université de Sherbrooke; Université du Québec en Abitibi-Témiscamingue; Centre Hospitalier Universitaire de Sherbrooke; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"Réseau québécois de recherche sur la douleur","keywords":"Medicine; Mood; Quality of life (healthcare); Cohort; Chronic pain; Physical therapy; Nursing; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01502507,0.0001919294,0.0003214478,0.00006532693,0.0001480231,0.00004808502,0.00006877392,0.0001012621,0.0000982849],"category_scores_gemma":[0.003534089,0.000112956,0.000112226,0.0002974303,0.00009705861,0.0001054286,0.00002793519,0.0001709037,0.00001755868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452037,"about_ca_system_score_gemma":0.000509306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007025358,"about_ca_topic_score_gemma":0.001104894,"domain_scores_codex":[0.9971992,0.0008800239,0.000699852,0.000480892,0.0004446996,0.0002953292],"domain_scores_gemma":[0.9975845,0.0006935666,0.0003443477,0.0007040823,0.0005722458,0.0001012193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006799696,0.001319104,0.9319619,0.001978478,0.000141165,0.0000246905,0.001761326,0.000003583526,0.001550237,0.0001335621,0.009227725,0.05121829],"study_design_scores_gemma":[0.003420158,0.00821642,0.8240726,0.0004571638,0.00002999675,0.00001508009,0.002999524,0.001760007,0.0001923933,0.0008399811,0.1575734,0.0004232279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.388631,0.00000226085,0.00108471,0.0005540433,0.0001718892,0.6059502,0.000001279455,0.00008510685,0.003519433],"genre_scores_gemma":[0.4511589,7.939333e-8,0.000843757,0.0007257863,0.000407954,0.5344619,0.0000481292,0.00005405233,0.01229946],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1483457,"threshold_uncertainty_score":0.5207418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405358598333988,"score_gpt":0.3301780868556228,"score_spread":0.3161245008722829,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}