{"id":"W4304620032","doi":"10.1016/j.jaac.2022.07.198","title":"IMPROVING THE CONCEPTUALIZATION, IDENTIFICATION, AND DIAGNOSIS OF TRAUMATIZED CHILDREN, YOUTH, AND FAMILIES","year":2022,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Conceptualization; Identification (biology); Psychology; Developmental psychology; Clinical psychology; Psychotherapist; 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":[0.01819455,0.0007167838,0.000986769,0.00376904,0.004805292,0.006217758,0.003001204,0.001468843,0.001652441],"category_scores_gemma":[0.05759759,0.0005213097,0.001072529,0.002070252,0.003760877,0.009158223,0.009079145,0.006775673,0.0002353116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008299915,"about_ca_system_score_gemma":0.02981466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05460278,"about_ca_topic_score_gemma":0.05795943,"domain_scores_codex":[0.9897504,0.006420681,0.0008399413,0.000512399,0.001499379,0.000977196],"domain_scores_gemma":[0.9819292,0.006328113,0.002879794,0.001562712,0.005102544,0.002197528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001147317,0.0006892419,0.6204681,0.0004876921,0.0001170156,0.0009369962,0.1577338,0.0006801935,0.0006957536,0.01742315,0.01580733,0.184846],"study_design_scores_gemma":[0.00004750426,0.0003192193,0.4569346,0.004115045,0.0002821674,0.003495892,0.4598593,0.004103128,0.00171202,0.031059,0.03790829,0.0001637173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211516,0.007222547,0.01276437,0.04258498,0.0004921741,0.000530173,0.0004585037,0.0000994751,0.01469622],"genre_scores_gemma":[0.9799097,0.00420964,0.01282611,0.001647086,0.00008154223,0.0002916077,0.0004425093,0.00002726165,0.0005645512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05460278,"threshold_uncertainty_score":0.1085699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371050791694534,"score_gpt":0.2725443067654293,"score_spread":0.258833798848484,"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."}}