{"id":"W2897979404","doi":"10.1016/j.jaac.2018.09.371","title":"6.7 Predicting Help-Seeking and Medical Service Utilization in Youth With Self-Damaging Behaviors","year":2018,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Anxiety; Depression (economics); Health services; Psychology; Service (business); Clinical psychology; Medicine; Psychiatry; Environmental health; Business","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":[0.001222268,0.0003867408,0.0003854324,0.00120932,0.0009180243,0.001164668,0.0004531829,0.0009671384,0.006244253],"category_scores_gemma":[0.004116017,0.0003101672,0.001365738,0.0008607875,0.0002151192,0.0005233717,0.000846648,0.00119897,0.001302327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004537092,"about_ca_system_score_gemma":0.001177206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01548704,"about_ca_topic_score_gemma":0.03202914,"domain_scores_codex":[0.9993467,0.0001667193,0.0001026331,0.00006199689,0.0001760351,0.0001458179],"domain_scores_gemma":[0.9979608,0.0004446156,0.0005558889,0.00006240565,0.0004295275,0.0005466467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002014357,0.000108553,0.9972179,0.00001124082,0.00003089387,0.00001050109,0.00003388455,0.0000253235,0.00002264334,0.00001831615,0.0002916423,0.00220893],"study_design_scores_gemma":[0.000009948984,0.0001284343,0.997959,0.00004117106,0.00008411088,0.00007356648,0.0003904263,0.000617503,0.0001157489,0.00005711976,0.0005180452,0.000004736146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926887,0.0005450106,0.0002802051,0.0006533874,0.00007409778,0.0000834103,0.002120833,0.00002570972,0.003528649],"genre_scores_gemma":[0.9935182,0.0004403791,0.001033452,0.0002086122,0.00005899927,0.00008591656,0.002141464,0.000007318588,0.0025057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548704,"threshold_uncertainty_score":0.03079379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357003269629429,"score_gpt":0.3786042516764446,"score_spread":0.3429039247135017,"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."}}