{"id":"W3041798730","doi":"10.1101/2020.07.12.20152280","title":"Outcomes and factors influencing care decisions in life-threatening fetal and neonatal anomalies","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority; University of Manitoba; Vancouver Native Health Society; Canadian Virtual University; University of British Columbia","funders":"","keywords":"Medicine; Palliative care; Pregnancy; Ethnic group; Psychological intervention; Medical diagnosis; Pediatrics; Fetus; Neonatal death; Intensive care medicine; Obstetrics; Nursing; Pathology; Biology","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":[0.001230659,0.0001102115,0.0001638592,0.001030322,0.0004638528,0.0006989441,0.0002245133,0.0001956989,0.001320436],"category_scores_gemma":[0.01177705,0.00008413681,0.0002069571,0.001319094,0.0003870296,0.0004339544,0.0004470976,0.0004357845,0.00008529004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007321464,"about_ca_system_score_gemma":0.000846429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00622581,"about_ca_topic_score_gemma":0.006443531,"domain_scores_codex":[0.9986386,0.0005289356,0.0002436404,0.0001143037,0.0002576062,0.0002168723],"domain_scores_gemma":[0.9878306,0.003049993,0.007366348,0.0001505742,0.0007023131,0.0009001425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002608057,0.00001643086,0.9983607,0.00001039795,0.000007160014,0.0001716423,0.0001606726,0.00004362699,0.00001527685,0.0000346588,0.00009808298,0.001055276],"study_design_scores_gemma":[0.000003463232,0.000101305,0.9974624,0.0000331371,0.000010445,0.0006667554,0.001016463,0.0002074479,0.0000937941,0.00005823313,0.0003401167,0.000006470274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983498,0.0002454775,0.00006972854,0.00009754256,0.000004209462,0.00001921145,0.0005761304,0.000002615048,0.0006352935],"genre_scores_gemma":[0.9995882,0.00007318004,0.00004966919,0.000009495619,0.000003124813,0.000008483307,0.0002240057,7.621314e-7,0.00004307698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00622581,"threshold_uncertainty_score":0.01237917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497669994722581,"score_gpt":0.3214069574361936,"score_spread":0.2716399579639355,"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."}}