{"id":"W4280508581","doi":"10.5334/ijic.icic21174","title":"Ontario Inter-professional Spine Assessment and Education Clinics (ISAEC): Patient, Provider and System Impact of an Integrated Model of Care for the Management of Low Back Pain (LBP)","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007224958,0.0001570922,0.0003844337,0.0002540752,0.00005432596,0.00001404077,0.0001981182,0.00006125428,0.00006904606],"category_scores_gemma":[0.00007606431,0.00009444339,0.0002604629,0.0001232705,0.00009461689,0.000119876,0.00007666624,0.000343299,5.6662e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463631,"about_ca_system_score_gemma":0.001769246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149424,"about_ca_topic_score_gemma":0.0003853004,"domain_scores_codex":[0.9980211,0.0002133493,0.0009499969,0.0001605729,0.000561901,0.00009313813],"domain_scores_gemma":[0.9957792,0.0001483923,0.0008970128,0.0001560722,0.002942862,0.00007642387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.009155328,0.002680701,0.1335613,0.01557032,0.005168156,0.00001546926,0.0416221,0.01588298,0.01130526,0.002129126,0.00120881,0.7617004],"study_design_scores_gemma":[0.00846331,0.01712912,0.1276655,0.01407624,0.0006594301,0.0001124629,0.7103395,0.1189551,0.001148218,0.0003103939,0.0007664636,0.0003743131],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920872,0.0007412942,0.005016433,0.0001959096,0.0006895992,0.000888987,0.0002242837,0.000003902928,0.0001523485],"genre_scores_gemma":[0.9915232,0.00003765788,0.007836584,0.00005577116,0.00003469512,0.00004385304,0.0003096719,0.00001515257,0.0001433842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7613261,"threshold_uncertainty_score":0.385129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217134073822338,"score_gpt":0.3455173336861973,"score_spread":0.3333459929479739,"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."}}