{"id":"W3120649585","doi":"10.3386/w28334","title":"Family Spillover Effects of Marginal Diagnoses: The Case of ADHD","year":2021,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Global Health Care Issues","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Spillover effect; Medical diagnosis; Attention deficit hyperactivity disorder; Psychology; Clinical psychology; Medicine; Economics; Pathology","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01082439,0.0002645107,0.001109845,0.0006332897,0.0003166651,0.000008507618,0.0006753918,0.0007826654,0.001000616],"category_scores_gemma":[0.01089854,0.0002137087,0.0002982683,0.0003916912,0.0005435435,0.00009632234,0.0005806774,0.001931561,0.0002202046],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002759872,"about_ca_system_score_gemma":0.02143199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0455259,"about_ca_topic_score_gemma":0.002132156,"domain_scores_codex":[0.9929951,0.001894406,0.001897845,0.0005500803,0.001914839,0.0007476757],"domain_scores_gemma":[0.9709962,0.018957,0.001266302,0.0007495268,0.007853859,0.0001771399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001778503,0.0002494096,0.003879688,0.01721401,0.0004258924,0.0005056489,0.0008873811,0.00004813157,0.000117645,0.09804156,0.876978,0.001474766],"study_design_scores_gemma":[0.006180966,0.002161057,0.07268459,0.02341011,0.0003732283,0.000738965,0.01477048,0.0002632826,0.001698603,0.1608822,0.715517,0.001319505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.212481,0.01832437,0.000001825966,0.001502968,0.004144595,0.003921459,0.00106256,0.00001768337,0.7585435],"genre_scores_gemma":[0.9792153,0.00741333,0.0001436051,0.0001089978,0.001976358,0.0004323917,0.0003797618,0.00006875002,0.01026146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7667343,"threshold_uncertainty_score":0.9999126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5235862235472597,"score_gpt":0.6561765097109208,"score_spread":0.1325902861636611,"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."}}