{"id":"W4403049921","doi":"10.1097/j.pain.0000000000003409","title":"Care trajectories for musculoskeletal disorders following a new episode of low back pain","year":2024,"lang":"en","type":"article","venue":"Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Psychological intervention; Low back pain; Cohort; Typology; Rehabilitation; Health care; Ambulatory; Physical therapy; Medical diagnosis; Psychiatry; Alternative medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012672,0.0002300834,0.0002800224,0.001055103,0.0008347546,0.001146175,0.0007039758,0.0005863729,0.001512427],"category_scores_gemma":[0.003978933,0.0001883781,0.0007397273,0.001216926,0.0002218195,0.0007788438,0.001045819,0.0009276403,0.0002135819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003605828,"about_ca_system_score_gemma":0.003266241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4609519,"about_ca_topic_score_gemma":0.6038977,"domain_scores_codex":[0.9993067,0.0001467519,0.00008012243,0.0001275904,0.0001258625,0.0002128483],"domain_scores_gemma":[0.9981185,0.0001996607,0.0007616191,0.00006374934,0.0005228693,0.000333687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003644885,0.00002808017,0.9981812,0.000008865766,0.00003126201,0.00003127367,0.0002512003,0.00009586587,0.00004869629,0.00002664166,0.0001505633,0.001109979],"study_design_scores_gemma":[0.000001724747,0.00003447596,0.9988016,0.00001228251,0.000006516215,0.00003360855,0.0005656073,0.0004059865,0.00001440009,0.00001688391,0.0001029967,0.000003951794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967341,0.0002102629,0.0001609521,0.0001971492,0.000008449088,0.00005319799,0.002234924,0.000005142638,0.0003957602],"genre_scores_gemma":[0.9979214,0.00008969646,0.0001659316,0.0000415101,0.000003829781,0.00002464297,0.001549132,0.00000128216,0.0002025387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4609519,"threshold_uncertainty_score":0.9165378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007440492075233101,"score_gpt":0.2831437381807608,"score_spread":0.2757032461055277,"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."}}