{"id":"W2993063978","doi":"10.1503/cmaj.190584","title":"Maternal, Newborn, Child and Youth Strategic Clinical Network","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Childbirth; Population; Birth rate; Medicine; Pediatrics; Child health; Family medicine; Pregnancy; Environmental health; Fertility","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004549163,0.000125275,0.0003317896,0.00007422384,0.000873139,0.00004796946,0.000183222,0.0006412841,0.006208471],"category_scores_gemma":[0.000406386,0.0001046062,0.00008125747,0.0001386691,0.00002791097,0.00009147637,0.00002985607,0.00334124,0.001049318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004954396,"about_ca_system_score_gemma":0.003882689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003658719,"about_ca_topic_score_gemma":0.03255462,"domain_scores_codex":[0.9963868,0.0008644551,0.0009006526,0.0002000456,0.0007521919,0.0008958991],"domain_scores_gemma":[0.9962321,0.0002503287,0.0004454053,0.0001178037,0.0001834444,0.002770935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009058127,0.0000117067,0.9430457,0.00002002251,0.00003275905,0.00002075374,0.0005023031,0.000001640551,7.958824e-8,0.00143422,0.05048216,0.004439622],"study_design_scores_gemma":[0.001780979,0.00006383109,0.7009209,0.0007682544,0.00001931284,0.00004668349,0.003349012,0.0001178859,3.740042e-8,0.0005834393,0.292207,0.0001426766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175713,0.0004285653,0.00001025422,0.04218964,0.005299009,0.0003189237,0.00004501492,0.00002972646,0.03410757],"genre_scores_gemma":[0.9248021,0.001008447,0.00005533433,0.0617689,0.01120597,5.140727e-7,0.00001574989,0.00002101706,0.001121971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2421248,"threshold_uncertainty_score":0.9997285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03911162358690932,"score_gpt":0.3651712237047248,"score_spread":0.3260596001178155,"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."}}