{"id":"W4378903074","doi":"10.1186/s12889-023-15913-3","title":"Birthweight, gestational age, and early school trajectory","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Hôpital de l'Enfant-Jésus; Université Laval","funders":"Université Laval","keywords":"Medicine; Gestational age; Demography; Poisson regression; Pediatrics; Incidence (geometry); Biostatistics; Small for gestational age; Dropout (neural networks); Epidemiology; Gerontology; Population; Pregnancy; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001262987,0.0002821699,0.0002119569,0.0008737323,0.0003866006,0.0006321552,0.0004209569,0.0002537071,0.00186287],"category_scores_gemma":[0.006961136,0.0001549974,0.0004268965,0.001227247,0.0002904387,0.0004157696,0.0005271711,0.0006513175,0.0001537174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006382984,"about_ca_system_score_gemma":0.0007560696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03465693,"about_ca_topic_score_gemma":0.02733074,"domain_scores_codex":[0.9994721,0.0001766574,0.00005552923,0.0001029576,0.00008722364,0.0001056142],"domain_scores_gemma":[0.9961668,0.0008367187,0.00221235,0.0002059918,0.0002399776,0.000338106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000359945,0.000009324086,0.9979213,0.000009540786,0.00003771612,0.00002680446,0.00003820378,0.00005944986,0.0000440685,0.00004019753,0.00004282438,0.001734681],"study_design_scores_gemma":[0.000001438883,0.0000300615,0.9992313,0.00002684287,0.00002204472,0.00006998386,0.00007264986,0.0002119484,0.00003926488,0.00006175377,0.0002307054,0.000001862497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956912,0.001663407,0.0004372826,0.0003029941,0.00001671729,0.00001022174,0.001091418,0.00001183587,0.0007748581],"genre_scores_gemma":[0.9986516,0.000524049,0.0001838098,0.00001376911,0.000004682538,0.000005982447,0.0004217968,0.000002140472,0.0001923189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03465693,"threshold_uncertainty_score":0.06891042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05597903996117684,"score_gpt":0.3168477950792135,"score_spread":0.2608687551180366,"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."}}