{"id":"W2617716895","doi":"10.5964/ejop.v13i2.1238","title":"A cognitive distortions and deficits model of suicide ideation","year":2017,"lang":"en","type":"article","venue":"Europe’s Journal of Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Cognition; Structural equation modeling; Suicidal ideation; Ideation; Clinical psychology; Poison control; Developmental psychology; Human factors and ergonomics; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004348873,0.0001316742,0.0003568882,0.0001768396,0.0002122937,0.0000201062,0.0002660734,0.00007591535,0.0001008683],"category_scores_gemma":[0.0004688721,0.0001123576,0.00009165797,0.00005825322,0.0003214967,0.0001498979,0.00005881169,0.0002596046,0.00003204121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008333287,"about_ca_system_score_gemma":0.00002487835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003056951,"about_ca_topic_score_gemma":0.00002365195,"domain_scores_codex":[0.9987738,0.0001556243,0.0005456511,0.0001895266,0.000136437,0.0001989411],"domain_scores_gemma":[0.9980931,0.0001490857,0.0009348789,0.0002862324,0.0004567833,0.00007986564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00435972,0.001527485,0.8497583,0.00005840254,0.002101931,0.0007222196,0.01856447,0.00009726051,0.024081,0.02972393,0.02441545,0.04458984],"study_design_scores_gemma":[0.002658101,0.0006764483,0.9916166,0.00003555095,0.0002285607,0.0004358944,0.000501501,0.00003859944,0.0001349729,0.002951535,0.0005650213,0.0001571896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441865,0.001892844,0.007854588,0.001113269,0.0008014309,0.00008993558,0.00001783758,0.000008164243,0.04403539],"genre_scores_gemma":[0.9979778,0.0004267524,0.0003951263,0.0004337891,0.000139533,0.000003167193,0.000001230626,0.00001965762,0.0006029523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1418583,"threshold_uncertainty_score":0.4581808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190186107192509,"score_gpt":0.4106321474125519,"score_spread":0.2916135366933009,"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."}}