{"id":"W4235264110","doi":"10.12788/jhm.3223","title":"Last Resort","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"General hospital; Medicine; Medical school; Geriatrics; Gerontology; Family medicine; Library science; Medical education; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004761177,0.0005758856,0.0003777573,0.001074283,0.00178903,0.0024306,0.001157017,0.001643851,0.673478],"category_scores_gemma":[0.002223042,0.0002161177,0.0006092309,0.0004507094,0.0005260534,0.001213112,0.002951924,0.002076949,0.4440925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000532135,"about_ca_system_score_gemma":0.001837427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747208,"about_ca_topic_score_gemma":0.007185231,"domain_scores_codex":[0.9995089,0.00005414617,0.00002056977,0.00009825639,0.0001952052,0.0001229478],"domain_scores_gemma":[0.9987441,0.00008922254,0.00004755596,0.0001584246,0.0003125819,0.0006482062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006099495,0.0001018461,0.0007786439,0.00009003986,0.000006785268,0.0006365263,0.0001353056,0.0000252979,0.0007500156,0.003848312,0.7756373,0.2179288],"study_design_scores_gemma":[0.00001040421,0.00003391875,0.0007801249,0.00009445356,0.000003645048,0.001160021,0.0001848565,0.00002403691,0.0001685182,0.001267234,0.9962662,0.000006565073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004318391,0.001867096,0.004209201,0.01006714,0.01126183,0.0001645548,0.001415079,0.001902187,0.9647947],"genre_scores_gemma":[0.007728873,0.000758816,0.001443767,0.004083142,0.001455106,0.00005321809,0.0005877942,0.0002985069,0.9835908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.673478,"threshold_uncertainty_score":0.465744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329801402339091,"score_gpt":0.4204361065049317,"score_spread":0.3871380924815408,"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."}}