{"id":"W2010393649","doi":"10.1186/1471-2474-9-115","title":"Validation of the GALS musculoskeletal screening exam for use in primary care: a pilot study","year":2008,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Rheumatology; Medical diagnosis; Physical therapy; Incidence (geometry); Population; Primary care; Sports medicine; Orthopedic surgery; Family medicine; Epidemiology; Internal medicine; Pathology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01748257,0.0007315302,0.0009835571,0.00120891,0.001806374,0.001277755,0.001181927,0.001192785,0.001576344],"category_scores_gemma":[0.04618445,0.0006524047,0.0009114775,0.00112399,0.00118163,0.0007857296,0.001287969,0.0008458832,0.0006993485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003151604,"about_ca_system_score_gemma":0.005813074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06597906,"about_ca_topic_score_gemma":0.09781767,"domain_scores_codex":[0.9889057,0.005472483,0.0008599691,0.0009881264,0.002891086,0.0008827276],"domain_scores_gemma":[0.9626661,0.01525317,0.003186963,0.002487388,0.01393328,0.002473054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007215801,0.003094304,0.978999,0.0001528436,0.0000616389,0.0003246325,0.004577001,0.0001161262,0.0006099668,0.00004916813,0.0006589347,0.01063482],"study_design_scores_gemma":[0.0004064383,0.008145207,0.9864408,0.00007908077,0.00007579521,0.0003442033,0.002542913,0.0008883534,0.0002114618,0.0000322168,0.0008156017,0.00001789896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956805,0.0001292853,0.0003397065,0.0001248232,0.00002160985,0.002077699,0.0003267376,0.00002030865,0.001279324],"genre_scores_gemma":[0.9946682,0.0001780924,0.002451466,0.0003152032,0.00003462994,0.001508676,0.0006024816,0.000007754239,0.000233494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06597906,"threshold_uncertainty_score":0.1311901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03410926733112492,"score_gpt":0.2915477978003731,"score_spread":0.2574385304692482,"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."}}