{"id":"W2316469271","doi":"10.1097/ede.0b013e31826c6d76","title":"Candidates at Risk for Postnatal Outcomes","year":2012,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cerebral palsy; Medicine; Gestational age; Pediatrics; Fetus; Pregnancy; Obstetrics; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001900914,0.0004273493,0.001964674,0.0001807514,0.0001968331,0.000002180196,0.0001716511,0.001798614,0.0006510016],"category_scores_gemma":[0.003282524,0.0003061698,0.0003622868,0.00004718966,0.0001670077,0.00002934643,0.0001031596,0.001779568,0.0007172865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003438807,"about_ca_system_score_gemma":0.0002779861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006312469,"about_ca_topic_score_gemma":0.0001457466,"domain_scores_codex":[0.9966841,0.000441789,0.0008912598,0.0005818849,0.0001187717,0.001282164],"domain_scores_gemma":[0.9940554,0.004424841,0.0006406789,0.0005478926,0.00008275166,0.0002484337],"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":[0.00005930184,0.00001033464,0.400244,0.0003090712,0.0001771309,0.00003313911,0.0000550906,3.346707e-8,0.000001358103,0.0007865664,0.5980805,0.0002434403],"study_design_scores_gemma":[0.0008390564,0.0001505512,0.2466653,0.00004112424,0.0002119206,0.000201706,0.000003871768,0.000007003469,0.000007321955,0.005449976,0.7461872,0.0002349063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008427306,0.003616216,0.0003173197,0.9806142,0.002714701,0.001128395,0.0007165254,0.0001200374,0.002345283],"genre_scores_gemma":[0.0009405147,0.0169817,0.006825572,0.9570945,0.007211798,0.0001890177,0.00487353,0.00008944615,0.005793942],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1535786,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07606617987394514,"score_gpt":0.3741883136681826,"score_spread":0.2981221337942375,"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."}}