{"id":"W3179956400","doi":"10.3390/children8070593","title":"Gestation-Based Viability–Difficult Decisions with Far-Reaching Consequences","year":2021,"lang":"en","type":"article","venue":"Children","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; University of Calgary","funders":"","keywords":"Gestation; Gestational age; Medicine; Maturity (psychological); Fetus; Obstetrics; Pregnancy; Pediatrics; Psychology; Developmental psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003359323,0.0001321224,0.0002349958,0.0000988234,0.0002038762,0.00003789519,0.0001078709,0.00007209375,0.0002980586],"category_scores_gemma":[0.002631552,0.00009656665,0.00005065275,0.0004907111,0.000252527,0.00006476352,0.00003397086,0.0003897738,0.00009844906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000142254,"about_ca_system_score_gemma":0.002240646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001613264,"about_ca_topic_score_gemma":0.0001746757,"domain_scores_codex":[0.9982799,0.000144535,0.0002450824,0.0003974033,0.0006049158,0.0003281231],"domain_scores_gemma":[0.9978682,0.000786011,0.00005168353,0.0004752665,0.0004689129,0.0003498681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009541236,0.0009663972,0.6938506,0.0003425867,0.0001921189,0.00120334,0.0005299796,0.0003969986,0.01621254,0.001395111,0.001493286,0.2824629],"study_design_scores_gemma":[0.003515794,0.0005763926,0.957142,0.0004211867,0.0000689634,0.0003727289,0.0001782785,0.0003033709,0.02172968,0.0002443398,0.0151708,0.0002764451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908724,0.00108211,0.001471462,0.004852256,0.00003714528,0.0005668129,0.00005442514,0.00008490407,0.0009784979],"genre_scores_gemma":[0.9916413,0.00004435982,0.004884019,0.002762562,0.00007493352,0.00003917501,0.0002395928,0.00002435333,0.0002897287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2821865,"threshold_uncertainty_score":0.3974811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489526753273044,"score_gpt":0.3562421727439575,"score_spread":0.311346905211227,"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."}}