{"id":"W2765094722","doi":"10.29328/journal.jnpr.1001013","title":"Rehabilitation of proximal humerus fractures: An environmental scan of Canadian physiotherapy practice patterns","year":2017,"lang":"en","type":"article","venue":"Journal of Novel Physiotherapy and Rehabilitation","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Rehabilitation; Proximal humerus; Humerus; Physical therapy; Medicine; Physical medicine and rehabilitation; Surgery","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":[0.001337892,0.0002919164,0.0003466177,0.003557049,0.004764389,0.00134486,0.001203159,0.0005091456,0.003455976],"category_scores_gemma":[0.004526742,0.0004194421,0.0005384489,0.009651626,0.000949034,0.0006835122,0.001709673,0.0005255986,0.0002441886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03644906,"about_ca_system_score_gemma":0.07051684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944185,"about_ca_topic_score_gemma":0.9965835,"domain_scores_codex":[0.9976614,0.0001738587,0.0002125291,0.000256264,0.001006863,0.0006891856],"domain_scores_gemma":[0.9926009,0.000506914,0.001612022,0.0001089655,0.003923387,0.001247862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004817365,0.00003600942,0.9733334,0.0002489873,0.00003000084,0.0001125057,0.01042397,0.00004970489,0.0001770665,0.0001102667,0.002214657,0.01321524],"study_design_scores_gemma":[0.00000276245,0.00001923509,0.9903038,0.00007571662,0.000006448796,0.00004557993,0.007750527,0.00006782082,0.00001754463,0.00000935635,0.001690993,0.00001010344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98386,0.001451182,0.0001232152,0.001921929,0.00001576476,0.0001287681,0.006616715,0.00001790485,0.005864567],"genre_scores_gemma":[0.9956681,0.001438848,0.0003153534,0.00024006,0.000007998298,0.00007406221,0.001304917,0.000006973586,0.0009437377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03644906,"threshold_uncertainty_score":0.2644577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494290335014823,"score_gpt":0.3584909604428456,"score_spread":0.3435480570926973,"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."}}