{"id":"W2099799674","doi":"10.1192/bjp.bp.109.068809","title":"Repeat self-harm: application of hurdle models","year":2010,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; Institute for Clinical Evaluative Sciences; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Harm; Computer science; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.08896169,0.003622644,0.006147477,0.00429271,0.002303252,0.004180002,0.009331786,0.004148213,0.00873097],"category_scores_gemma":[0.2308811,0.002245823,0.009375675,0.003972251,0.003550756,0.006308384,0.007062197,0.007642377,0.001702508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003421377,"about_ca_system_score_gemma":0.004297229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0446674,"about_ca_topic_score_gemma":0.0282232,"domain_scores_codex":[0.9275368,0.05906054,0.002077621,0.006266584,0.002870269,0.002188109],"domain_scores_gemma":[0.6658214,0.2988116,0.01380581,0.01211798,0.007704814,0.001738324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001584891,0.0005615039,0.08987799,0.001072115,0.006119092,0.001538879,0.005957402,0.3367261,0.0003317003,0.4703258,0.01315099,0.07275353],"study_design_scores_gemma":[0.0002525974,0.0005055889,0.004781844,0.0002289175,0.0006433892,0.0003169031,0.0009010513,0.7128224,0.000219687,0.2735734,0.005572295,0.0001819559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07930128,0.00188233,0.9071355,0.00237817,0.000684924,0.001616598,0.001446988,0.0006842074,0.004869962],"genre_scores_gemma":[0.5830418,0.002517076,0.3875163,0.001536019,0.0008816568,0.006111215,0.001966568,0.0007151472,0.01571431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08896169,"threshold_uncertainty_score":0.47048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494392177495186,"score_gpt":0.2869502248493938,"score_spread":0.2720063030744419,"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."}}