{"id":"W1552161904","doi":"10.1186/cc2141","title":"Predictors of clinician discomfort with daily life support plans for mechanically ventilated patients","year":2003,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University; University of Toronto; McMaster University","funders":"National Institutes of Health","keywords":"Medicine; Family 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":[0.0004675936,0.0002102935,0.0002234692,0.0004418458,0.0003368715,0.0006025732,0.0003481942,0.0004040246,0.00344139],"category_scores_gemma":[0.007267063,0.00009986354,0.0002947215,0.0005360283,0.0001849324,0.0003462473,0.0005036833,0.0005627925,0.0003319802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550942,"about_ca_system_score_gemma":0.0003028195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009069017,"about_ca_topic_score_gemma":0.001439451,"domain_scores_codex":[0.9995549,0.0001476719,0.00007993838,0.00003685864,0.0001149831,0.00006555978],"domain_scores_gemma":[0.9955956,0.001103449,0.002176016,0.00008112201,0.0003068247,0.0007370432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004641791,0.00002991055,0.9982079,0.00001493294,0.00001379928,0.0001084206,0.00005123653,0.00003692471,0.00004472673,0.000008163726,0.0001310811,0.001306396],"study_design_scores_gemma":[0.000004455225,0.0001049223,0.9986725,0.00001887322,0.000008968869,0.0003257865,0.0003662387,0.0002683342,0.00002181612,0.00001583336,0.0001889064,0.000003449902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977052,0.0006852004,0.00006422357,0.0002334251,0.00002056502,0.00001710255,0.0002077441,0.000005063648,0.001061452],"genre_scores_gemma":[0.9994972,0.0001640955,0.00006759762,0.0000332627,0.0000179053,0.000007896736,0.0001399989,8.459717e-7,0.00007128213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00344139,"threshold_uncertainty_score":0.01151264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626680136169386,"score_gpt":0.313077317521141,"score_spread":0.2868105161594471,"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."}}