{"id":"W3125785889","doi":"10.1002/sim.1577","title":"The roles of birth inputs and outputs in predicting health, behaviour and test scores in early childhood","year":2003,"lang":"en","type":"article","venue":"Statistics in Medicine","topic":"Birth, Development, and Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Early childhood; Developmental psychology; Birth weight; Predictive value; Psychology; Test (biology); Structural equation modeling; Child development; Medicine; Pregnancy; Statistics; Mathematics","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":[0.00602485,0.001429553,0.000644311,0.001163481,0.0002528942,0.002295909,0.0007214132,0.0006801352,0.002219891],"category_scores_gemma":[0.0338391,0.0005799043,0.0009247225,0.001622585,0.000820559,0.00145728,0.001582601,0.00149366,0.0003508546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007883189,"about_ca_system_score_gemma":0.0009529941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01253998,"about_ca_topic_score_gemma":0.01229212,"domain_scores_codex":[0.9974716,0.001724795,0.0001213259,0.0002482376,0.0002644348,0.0001696822],"domain_scores_gemma":[0.9680434,0.02645243,0.002972968,0.00126551,0.0006972204,0.000568492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003717045,0.00007054388,0.9215702,0.00009012939,0.0005350573,0.0002436008,0.0002465802,0.04722465,0.0004718688,0.005297946,0.0002881595,0.02358957],"study_design_scores_gemma":[0.00004027166,0.0004255724,0.7287098,0.0001860996,0.0006791916,0.0002405002,0.0003592552,0.2334995,0.00231005,0.03146966,0.001998367,0.00008164789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393461,0.001593098,0.05152018,0.001186868,0.0000682719,0.00005139598,0.00283864,0.0002594194,0.003136006],"genre_scores_gemma":[0.992431,0.0007079699,0.004805125,0.00004065799,0.00002744584,0.00002637652,0.0009088785,0.00003328271,0.001019164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01253998,"threshold_uncertainty_score":0.03186285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593232426620633,"score_gpt":0.3052187598674422,"score_spread":0.2892864356012358,"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."}}