{"id":"W4402139133","doi":"10.1177/21501319241271953","title":"Development of a Soft Tissue Knee Clinical Decision-Making Tool for Patients Presenting to Primary Point-of-Care Providers in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services; University of Calgary; Alberta Bone and Joint Health Institute; University of Lethbridge; Mount Royal University","funders":"","keywords":"Medicine; Delphi method; Physical examination; Medical diagnosis; Knee arthritis; Knee pain; Health care; Delphi; Knee Joint; Physical therapy; Medical emergency; Osteoarthritis; Alternative medicine; Surgery; Pathology","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":[0.001494988,0.0001489892,0.0007677881,0.0002847277,0.0001362994,0.00001475492,0.0002024156,0.00008452867,0.000007082086],"category_scores_gemma":[0.001908035,0.0001237181,0.0001965852,0.0002692959,0.00003962991,0.0001603745,0.000147897,0.0006760411,3.048182e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270202,"about_ca_system_score_gemma":0.01233397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05191537,"about_ca_topic_score_gemma":0.4165191,"domain_scores_codex":[0.99679,0.0003401182,0.001904761,0.0001425481,0.0005736204,0.0002489494],"domain_scores_gemma":[0.9954467,0.002794446,0.0005157037,0.0003024236,0.0007723831,0.0001683813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000609896,0.0004301073,0.1104418,0.01888296,0.0000758497,0.000004558256,0.0248077,0.00005023488,0.00002961531,0.000007570728,0.00149128,0.8431684],"study_design_scores_gemma":[0.001759638,0.002616925,0.9624174,0.008746405,0.00004958015,0.000005853111,0.01157907,0.00002494193,0.00001231297,0.00007797671,0.01256766,0.0001423047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993691,0.001865356,0.001220946,0.0009802897,0.0005026327,0.001344328,0.00001826408,0.000005245189,0.0003719727],"genre_scores_gemma":[0.9443864,0.00003499065,0.05469245,0.0007243452,0.00004784023,0.00001235226,0.00006685725,0.00002429225,0.00001051735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8519756,"threshold_uncertainty_score":0.9932652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730503383461528,"score_gpt":0.3589037265700978,"score_spread":0.3415986927354825,"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."}}