{"id":"W2518459940","doi":"10.1097/md.0000000000004356","title":"Physiatrist referral preferences for postacute stroke rehabilitation","year":2016,"lang":"en","type":"article","venue":"Medicine","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Referral; Medicine; Rehabilitation; Bivariate analysis; Stroke (engine); Physical therapy; Multivariate analysis; Cross-sectional study; Family medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006129086,0.0001179632,0.0002559425,0.0001225908,0.0003922312,9.39407e-7,0.000101052,0.0001249914,0.0007761557],"category_scores_gemma":[0.002042466,0.00006569571,0.00003826943,0.0001148107,0.0001127028,0.0001361927,0.0000237458,0.0001752392,0.0001616677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002390218,"about_ca_system_score_gemma":0.0001463456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004058274,"about_ca_topic_score_gemma":0.00025275,"domain_scores_codex":[0.9981991,0.0003214639,0.0005636412,0.0002672589,0.0002837746,0.0003647841],"domain_scores_gemma":[0.9960356,0.002888004,0.0002701379,0.0002894489,0.0003812908,0.0001355077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002723752,0.00001122479,0.862358,0.0004303845,0.00001679342,2.305025e-7,0.003111599,1.761265e-7,0.002495678,0.003054302,0.1054435,0.02280571],"study_design_scores_gemma":[0.003269505,0.001587234,0.8869049,0.000948454,0.00003130254,3.66773e-7,0.003180013,0.00001184642,0.00005422313,0.006787324,0.09709276,0.0001320708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096333,0.0001479072,0.003191536,0.07708035,0.003152138,0.002072264,0.000271501,0.0001939777,0.004256991],"genre_scores_gemma":[0.9910577,0.0000527618,0.001159221,0.0009064666,0.001027676,0.0005905779,0.00004847968,0.00001917372,0.005137926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08142439,"threshold_uncertainty_score":0.8498361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285032258661301,"score_gpt":0.4774641979723759,"score_spread":0.3489609721062459,"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."}}