{"id":"W2800065780","doi":"10.1017/cjn.2018.18","title":"Academic Physical Medicine and Rehabilitation Acute Care Consultations","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Acute care; Rehabilitation; Family medicine; Medicine; Nursing; Physical therapy; Health care; Political science","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002322871,0.0002134972,0.0003912642,0.00127674,0.002787839,0.0003478547,0.001008986,0.000176447,0.0000627692],"category_scores_gemma":[0.004613801,0.0001370336,0.00008840305,0.001498878,0.0132302,0.001446575,0.00006712086,0.0009176552,0.000007895199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009745313,"about_ca_system_score_gemma":0.0009442049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005276198,"about_ca_topic_score_gemma":0.08466386,"domain_scores_codex":[0.9974841,0.000200366,0.0006471925,0.0003909516,0.000471121,0.0008062648],"domain_scores_gemma":[0.9972295,0.000587106,0.000691096,0.00009663976,0.001032217,0.0003635133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006151737,0.0000148769,0.8996836,0.00004214557,0.00001838629,0.001167269,0.003046649,0.00007438463,0.00008622221,0.06173132,0.003821087,0.03025252],"study_design_scores_gemma":[0.001264841,0.1147949,0.4112078,0.0003224955,0.0002155569,0.0177609,0.0102584,0.00412854,0.0000250075,0.2970769,0.1420406,0.0009041675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671358,0.0006281137,0.00001701985,0.02717116,0.0009098144,0.0001402122,0.000003455558,0.00002675522,0.003967621],"genre_scores_gemma":[0.9923124,0.00006726453,0.0005661047,0.005434758,0.001602193,0.000002414028,2.706507e-7,0.000007665585,0.000006954654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4884759,"threshold_uncertainty_score":0.9985104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468306798186394,"score_gpt":0.309475189286235,"score_spread":0.274792121304371,"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."}}