{"id":"W2066293892","doi":"10.1097/acm.0b013e31813ffedd","title":"Effects Associated with Adolescent Standardized Patient Simulation of Depression and Suicidal Ideation","year":2007,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Suicidal ideation; Depression (economics); Clinical psychology; Psychology; Association (psychology); Suicide prevention; Psychiatry; Ideation; Poison control; Medicine; Psychotherapist; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007738887,0.0001324339,0.0003175944,0.0001204264,0.00005799509,0.000001043811,0.00004917408,0.0001744996,0.00004475828],"category_scores_gemma":[0.0005640879,0.00008800554,0.0000159127,0.0001826146,0.0001182297,0.00004221226,0.00002430967,0.0002748255,0.000002032026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004768299,"about_ca_system_score_gemma":0.000009344712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008101813,"about_ca_topic_score_gemma":0.00001365862,"domain_scores_codex":[0.9987084,0.0001057399,0.0003847007,0.0002159417,0.0003651369,0.0002201251],"domain_scores_gemma":[0.9983751,0.001060571,0.000266291,0.0000991472,0.000121645,0.00007721259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002867746,0.00006355361,0.9315793,0.0001034473,0.0003158203,0.00003805866,0.02576032,0.0001562394,0.01345564,0.0002973908,0.001713229,0.02364926],"study_design_scores_gemma":[0.00553957,0.0007027353,0.9857703,0.0002805271,0.0002070776,0.000004678762,0.002521703,0.0001930781,0.004217155,0.0002536056,0.0001723724,0.0001372048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865462,0.003225276,0.008310707,0.0001321114,0.0001951698,0.0004078684,0.00000245785,0.00004334301,0.001136852],"genre_scores_gemma":[0.9993145,0.00007033221,0.00001937142,0.0003951777,0.0001076512,0.000008619984,0.00001568973,0.00001344374,0.00005513788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05419099,"threshold_uncertainty_score":0.3588762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246518338173333,"score_gpt":0.3428905435471027,"score_spread":0.3204253601653694,"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."}}