{"id":"W2064010969","doi":"10.1017/s0033291708003115","title":"How should we construct psychiatric family history scores? A comparison of alternative approaches from the Dunedin Family Health History Study","year":2008,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"National Institute of Mental Health","keywords":"Construct (python library); Family history; Psychology; Family health; Psychiatry; Clinical psychology; Medicine; Computer science","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":[0.06695604,0.001386686,0.001619942,0.00819979,0.00091201,0.003413708,0.002197018,0.000958731,0.001289678],"category_scores_gemma":[0.1313953,0.0005138397,0.002695117,0.007045738,0.001768042,0.001776099,0.003344485,0.001981497,0.0001657503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002536409,"about_ca_system_score_gemma":0.001908916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02407215,"about_ca_topic_score_gemma":0.03891308,"domain_scores_codex":[0.9210646,0.06893992,0.003095755,0.001507743,0.004882499,0.0005095039],"domain_scores_gemma":[0.8824509,0.09732532,0.007040304,0.004799221,0.00688597,0.001498245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001569479,0.0001350046,0.8384692,0.000809163,0.003241118,0.0001799961,0.003295209,0.001859144,0.000132792,0.002587824,0.00213567,0.1455854],"study_design_scores_gemma":[0.0004369871,0.0009416266,0.9603777,0.001282451,0.001525263,0.0004181875,0.006784348,0.01584788,0.0002199198,0.0085832,0.003359326,0.0002230218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386747,0.01264778,0.03428102,0.003957176,0.0005123098,0.001091041,0.002599198,0.0001302008,0.006106601],"genre_scores_gemma":[0.9483864,0.003552025,0.04375711,0.0004975467,0.0001486465,0.001363604,0.001779194,0.00003835241,0.0004770107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06695604,"threshold_uncertainty_score":0.3541016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2665406324994601,"score_gpt":0.3652469084858101,"score_spread":0.09870627598634996,"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."}}