{"id":"W4404205514","doi":"10.1177/00938548241291155","title":"Where Should We Intervene, 20 Years Later? Case–Control and Prospective Cohort Designs Provide Similar Answers","year":2024,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Dalhousie University","funders":"","keywords":"Prospective cohort study; Poison control; Occupational safety and health; Suicide prevention; Human factors and ergonomics; Injury prevention; Medicine; Psychology; Environmental health; Medical emergency; Engineering; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000337829,0.0003749444,0.0003731334,0.0002135618,0.0001604054,0.0002188839,0.0001501848,0.0002427701,0.0002343575],"category_scores_gemma":[0.00002333809,0.0003493016,0.0001049898,0.0001819771,0.0002673607,0.0002539541,0.00005707312,0.0005238134,0.00008426412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008049602,"about_ca_system_score_gemma":0.00004794314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001503646,"about_ca_topic_score_gemma":0.0002854296,"domain_scores_codex":[0.9978758,0.0001244183,0.0003862802,0.0008671657,0.0002122899,0.0005340983],"domain_scores_gemma":[0.9990945,0.0001790248,0.00007790849,0.0003334038,0.0000555042,0.0002596475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002302881,0.00199073,0.1716476,0.008782347,0.00184006,0.08345327,0.07344189,0.000005292286,0.01372441,0.004920333,0.2302321,0.4076591],"study_design_scores_gemma":[0.007760486,0.006730024,0.6454965,0.002412931,0.1208342,0.04117472,0.1462942,0.0005764871,0.0005566835,0.0006461259,0.02409755,0.00342018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603807,0.01387786,0.0005519231,0.0005446062,0.02203868,0.001096951,0.0001811788,0.0002204802,0.001107562],"genre_scores_gemma":[0.9964463,0.0001674426,0.0004953023,0.0003292394,0.001019336,0.0002659432,0.000009943969,0.00008447971,0.001182036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4738489,"threshold_uncertainty_score":0.9998959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05895124584235454,"score_gpt":0.3559443022210986,"score_spread":0.296993056378744,"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."}}