{"id":"W4321204448","doi":"10.12927/hcq.2023.27023","title":"The Childhood Mental Health of One","year":2023,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Mental health; Best practice; Health administration; Psychology; Medicine; Nursing; Psychiatry; Public health; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006240139,0.0003154931,0.0005227293,0.0006527521,0.009479318,0.002305063,0.0006527291,0.001247699,0.01263763],"category_scores_gemma":[0.002462946,0.0003017673,0.0003865024,0.0005577852,0.002199046,0.002998101,0.004452971,0.005994823,0.001415315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003159701,"about_ca_system_score_gemma":0.005550233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02597047,"about_ca_topic_score_gemma":0.06329171,"domain_scores_codex":[0.9990872,0.0001771327,0.00002346118,0.00008292919,0.0001525535,0.0004766657],"domain_scores_gemma":[0.9986097,0.00009987257,0.0001692815,0.00006822523,0.0001963713,0.0008565105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002604903,0.001103029,0.2880297,0.0006445986,0.0001152686,0.02159586,0.2079402,0.0001514555,0.003183397,0.06181772,0.2406558,0.1745025],"study_design_scores_gemma":[0.00003980504,0.000798729,0.2090745,0.003047302,0.0001122432,0.03956708,0.3213734,0.000184462,0.001094941,0.01092714,0.4136252,0.000155191],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6652895,0.01560875,0.0004369612,0.1911116,0.002522192,0.000107072,0.0007632964,0.0001010928,0.1240596],"genre_scores_gemma":[0.9102583,0.01884767,0.000692833,0.04167116,0.0005103308,0.00007635346,0.0003101825,0.00004577851,0.02758745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02597047,"threshold_uncertainty_score":0.0516386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0458449045290988,"score_gpt":0.3974326677327271,"score_spread":0.3515877632036283,"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."}}