{"id":"W3095617969","doi":"10.2519/jospt.2020.0109","title":"Overcoming Overuse Part 2: Defining and Quantifying Health Care Overuse for Musculoskeletal Conditions","year":2020,"lang":"en","type":"article","venue":"Journal of Orthopaedic and Sports Physical Therapy","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Health care; Physical therapy; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01508456,0.0005692893,0.0008092846,0.00593479,0.001140732,0.003570114,0.001197291,0.0008878963,0.002494837],"category_scores_gemma":[0.04192965,0.0002512079,0.001303829,0.004340211,0.002316951,0.002660724,0.00381567,0.002290523,0.0002953522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004733522,"about_ca_system_score_gemma":0.006470683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0107837,"about_ca_topic_score_gemma":0.02006115,"domain_scores_codex":[0.9851113,0.006689189,0.002565482,0.0004291437,0.004548041,0.0006568695],"domain_scores_gemma":[0.9622405,0.01372217,0.01052538,0.001229625,0.01074165,0.001540726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008831685,0.0003570875,0.6211534,0.003483447,0.0004591697,0.0001828508,0.009982866,0.002519605,0.0006938144,0.01829769,0.04601378,0.2967679],"study_design_scores_gemma":[0.00001281473,0.0005290299,0.8861423,0.008076018,0.000237623,0.0008616805,0.01820751,0.003354562,0.001147643,0.01067997,0.07060585,0.0001449176],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6084293,0.0676413,0.07943302,0.1188766,0.003355295,0.00434985,0.008342649,0.0003975774,0.1091744],"genre_scores_gemma":[0.9015003,0.02000774,0.06191006,0.007163616,0.001175416,0.002239048,0.002263881,0.00008617513,0.003653802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01508456,"threshold_uncertainty_score":0.07977575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3967171665748369,"score_gpt":0.518669515957266,"score_spread":0.121952349382429,"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."}}