{"id":"W4410529655","doi":"10.1016/j.semperi.2025.152051","title":"Perinatal decision making as a decision scientist","year":2025,"lang":"en","type":"review","venue":"Seminars in Perinatology","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Clinical decision making; Intensive care 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":[0.004319736,0.001140771,0.00208164,0.002036214,0.0003379334,0.002229582,0.0010657,0.003238551,0.00336384],"category_scores_gemma":[0.008973598,0.0003712058,0.0005345015,0.003238942,0.002082997,0.002461708,0.001056871,0.004868997,0.0008279588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002720738,"about_ca_system_score_gemma":0.005134306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003190088,"about_ca_topic_score_gemma":0.006272309,"domain_scores_codex":[0.9986014,0.0007545764,0.0001205929,0.0001286438,0.000320696,0.00007409906],"domain_scores_gemma":[0.9900625,0.008574603,0.0003410648,0.0001172741,0.0006819654,0.0002225746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008819385,0.00008859909,0.0003363068,0.0170441,0.0002038976,0.0000917329,0.00009907631,0.0008403755,0.0001372867,0.05163856,0.05237552,0.8770564],"study_design_scores_gemma":[0.00010901,0.0001021373,0.001956763,0.03838267,0.0004509856,0.0005826441,0.0002829894,0.0009929104,0.0002589653,0.1276136,0.8292009,0.00006640093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005475979,0.9954433,0.0003413549,0.002994257,0.0003707783,0.000002398403,0.000006104921,0.000002226159,0.000784855],"genre_scores_gemma":[0.001620786,0.9951537,0.0004426921,0.001647731,0.0008056989,0.00001038313,0.000008634469,0.000001953056,0.0003084158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004319736,"threshold_uncertainty_score":0.02284527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07389584849984555,"score_gpt":0.4781563051040902,"score_spread":0.4042604566042446,"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."}}