{"id":"W2785142975","doi":"10.1186/s13054-018-1941-0","title":"Transfers from intensive care unit to hospital ward: a multicentre textual analysis of physician progress notes","year":2018,"lang":"en","type":"article","venue":"Critical Care","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Québec Science (Canada)","funders":"Canadian Frailty Network","keywords":"Medicine; Documentation; Hospital medicine; Medical record; Seniority; Family medicine; Focus group; Specialty; Emergency medicine; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009187354,0.0003060962,0.000389845,0.005967842,0.001443427,0.001816595,0.001001269,0.0004405926,0.001102407],"category_scores_gemma":[0.04772333,0.0002670214,0.0003522656,0.006399248,0.001178152,0.0009900135,0.001734994,0.0004549359,0.0002038897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005195768,"about_ca_system_score_gemma":0.006884397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08126095,"about_ca_topic_score_gemma":0.1322489,"domain_scores_codex":[0.994486,0.002407253,0.0006668393,0.0005770383,0.001460393,0.0004024089],"domain_scores_gemma":[0.9455894,0.02978003,0.01033393,0.001865821,0.01156627,0.0008645672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006816423,0.0002436126,0.4250391,0.00246732,0.00009495647,0.00279652,0.4702965,0.0002551818,0.006297542,0.0002387604,0.002160418,0.08942855],"study_design_scores_gemma":[0.00004531045,0.000313592,0.7641551,0.0008769967,0.00009958669,0.001253276,0.2212837,0.001145452,0.002311221,0.0001510831,0.00828953,0.00007520941],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995447,0.0003259801,0.001359687,0.0001661663,0.00001040772,0.0005013378,0.001647558,0.00002159271,0.0005202745],"genre_scores_gemma":[0.9911487,0.0004792371,0.005122184,0.0001174722,0.00001906118,0.0005313482,0.001891063,0.00002628146,0.0006645698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08126095,"threshold_uncertainty_score":0.1615759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121415269390234,"score_gpt":0.3470839263232193,"score_spread":0.3258697736293169,"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."}}