{"id":"W1965756701","doi":"10.3138/ptc.2011-19","title":"Weekend Physiotherapy Practice in Community Hospitals in Canada","year":2011,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Workload; Staffing; Medicine; Referral; Rehabilitation; Occupational therapy; Health care; Weekend effect; Mental health; Physical therapy; Family medicine; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001052643,0.0002652554,0.0004243495,0.000173516,0.0005081071,0.000008893631,0.0005641754,0.0001037961,0.002116089],"category_scores_gemma":[0.0002050155,0.0002436542,0.00003856969,0.0008031903,0.00003991359,0.0004875145,0.0000613888,0.001886995,0.00002296862],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003379217,"about_ca_system_score_gemma":0.01945416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999752,"about_ca_topic_score_gemma":0.9999757,"domain_scores_codex":[0.9947302,0.00268339,0.0006466642,0.0003008503,0.0007665031,0.0008724302],"domain_scores_gemma":[0.995843,0.002782791,0.0003094094,0.0006517658,0.0002181255,0.000194928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005873128,0.002619518,0.7729229,0.0007447344,0.0005283778,0.0005425788,0.04306895,0.0002350523,0.01141911,0.002739219,0.1126906,0.04661578],"study_design_scores_gemma":[0.003932953,0.0002183289,0.8493425,0.0003038574,0.000005806251,0.000002150887,0.03172413,0.00017084,0.0006884341,0.001542082,0.111422,0.0006468956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970777,0.0007180832,0.000007628081,0.003204581,0.0006436147,0.0009610144,0.00005649852,0.00002055397,0.02361104],"genre_scores_gemma":[0.9842437,0.001297247,0.0002558333,0.01303423,0.0001507421,0.0001854489,0.00002121672,0.00006258827,0.000748994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07641958,"threshold_uncertainty_score":0.9987961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06142916064760435,"score_gpt":0.4422728180304142,"score_spread":0.3808436573828098,"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."}}