{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001429211,0.0000866923,0.0001902331,0.0005139193,0.0003047489,0.0005042413,0.0001382944,0.0003086057,0.002859502],"category_scores_gemma":[0.008955674,0.0001038633,0.0002166897,0.0004877674,0.0002344472,0.0002944435,0.000305911,0.0002668137,0.0003466194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002608598,"about_ca_system_score_gemma":0.0003243576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248343,"about_ca_topic_score_gemma":0.00434575,"domain_scores_codex":[0.9985446,0.0007197545,0.0001481498,0.00009329015,0.0003434607,0.0001508311],"domain_scores_gemma":[0.9941982,0.002710896,0.001972215,0.0001237957,0.0004578408,0.0005370446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009834966,0.0001154548,0.9903507,0.00002698173,0.00002694706,0.0001508053,0.001718583,0.0000681923,0.0005064232,0.00002385275,0.0001923548,0.006721412],"study_design_scores_gemma":[0.000008944176,0.0002550517,0.9949773,0.00001114,0.00000749844,0.0004740041,0.003533404,0.0002763072,0.0001074623,0.00002593912,0.0003152218,0.000007631806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995597,0.00002743376,0.00004406544,0.00004676445,0.000001813823,0.000004562918,0.00002233486,7.817557e-7,0.0002925405],"genre_scores_gemma":[0.9997494,0.00002959421,0.00006210189,0.00003817072,0.000003590213,0.000004449654,0.00003055562,4.798263e-7,0.0000817159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002859502,"threshold_uncertainty_score":0.009566009,"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."}}