{"id":"W4394728014","doi":"10.1136/bmjpo-2024-002557","title":"‘Joining the Dots: Linking Prenatal Drug Exposure to Childhood and Adolescence’ – research protocol of a population cohort study","year":2024,"lang":"en","type":"article","venue":"BMJ Paediatrics Open","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Australian Red Cross; University of Sydney; University of New South Wales","keywords":"Medicine; Population; Psychological intervention; Family medicine; Cohort; Mental health; Government (linguistics); Psychiatry; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006781465,0.0001936947,0.0003991451,0.0003307837,0.000197824,0.0003105117,0.0005322983,0.00008937782,0.00001489711],"category_scores_gemma":[0.001296605,0.0001318259,0.00005833728,0.001556303,0.00004456631,0.0003459709,0.0009761121,0.0006897963,0.00002075865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128129,"about_ca_system_score_gemma":0.0002587307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004030014,"about_ca_topic_score_gemma":0.0001294596,"domain_scores_codex":[0.9967872,0.0004650593,0.0005609356,0.0006069756,0.001209259,0.0003705937],"domain_scores_gemma":[0.9982197,0.0006144613,0.0001065518,0.0006612688,0.0002280798,0.0001699609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003296229,0.0003109759,0.9718226,0.0008276846,0.00008634377,0.0001282629,0.005512074,0.00003235803,0.000135608,0.0001045596,0.002842313,0.01786764],"study_design_scores_gemma":[0.001772361,0.001239849,0.9926541,0.001652639,0.00009919781,0.00004230713,0.0008474791,0.000264941,0.0004451469,0.0001832536,0.0006091524,0.000189528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.73113,0.0003885148,0.00004432191,0.0006091299,0.0001765188,0.267049,0.0000136209,0.00006644244,0.0005224922],"genre_scores_gemma":[0.9250159,0.00000657396,0.0006902971,0.00008464228,0.000542948,0.0734568,0.0000270365,0.00004285779,0.0001329227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1938859,"threshold_uncertainty_score":0.5375704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03561901601675105,"score_gpt":0.4000157377784746,"score_spread":0.3643967217617236,"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."}}