{"id":"W3197309930","doi":"10.1093/med/9780198854807.003.0012","title":"Surviving against the odds","year":2021,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dozen; Odds; Abortion; Pediatrics; Demography; Medicine; Gestational age; History; Family medicine; Pregnancy; Logistic regression; Sociology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005760484,0.0005624756,0.000324383,0.0006071762,0.002209978,0.002821635,0.0004825621,0.001521847,0.0284189],"category_scores_gemma":[0.002167089,0.0001226148,0.0002343605,0.000382103,0.003202447,0.004058013,0.002715935,0.004482614,0.01004604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285733,"about_ca_system_score_gemma":0.001535578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002124859,"about_ca_topic_score_gemma":0.003931648,"domain_scores_codex":[0.9996287,0.0001387591,0.0000118017,0.00004597973,0.00008618141,0.00008861472],"domain_scores_gemma":[0.9995611,0.0001558324,0.00003289071,0.0000346627,0.00005544993,0.0001600734],"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":[0.00002934409,0.00002908091,0.0005470429,0.0001237254,0.000006894777,0.0004533761,0.005089971,0.00008989873,0.0001539494,0.2996435,0.5178546,0.1759788],"study_design_scores_gemma":[0.000002519661,0.00001443881,0.0002228495,0.0003113477,0.000002950475,0.0004886664,0.001117873,0.00001982502,0.00005543989,0.0225284,0.9752312,0.000004440162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004952246,0.06382085,0.001739074,0.08822463,0.01192833,0.00003492031,0.0001737677,0.0001382401,0.828988],"genre_scores_gemma":[0.1061124,0.09090421,0.002148705,0.05671106,0.01081784,0.00009947769,0.0002544955,0.0001776137,0.7327741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0284189,"threshold_uncertainty_score":0.09507066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860997756135551,"score_gpt":0.2356227745080334,"score_spread":0.1970127969466779,"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."}}