{"id":"W2686703274","doi":"10.1097/ede.0000000000000392","title":"Commentary","year":2015,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Odds; Human factors and ergonomics; Space (punctuation); Poison control; Suicide prevention; TRACE (psycholinguistics); Occupational safety and health; Psychology; Social psychology; Environmental health; Geography; Medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001737017,0.0003651091,0.0009738181,0.0001941363,0.00005823844,0.000005895539,0.0005852689,0.00148942,0.003964225],"category_scores_gemma":[0.0005553322,0.0003484346,0.0003206994,0.00009891058,0.000296902,0.00005316098,0.0001948818,0.002547046,0.01581018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000323865,"about_ca_system_score_gemma":0.00004111964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008750232,"about_ca_topic_score_gemma":0.00002506325,"domain_scores_codex":[0.9947736,0.002216263,0.001147721,0.0006940299,0.0001229442,0.001045468],"domain_scores_gemma":[0.996012,0.002307602,0.0004976581,0.0009401488,0.00005899823,0.0001836305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001990422,0.0000835026,0.0006271967,0.0000683102,0.0001218746,0.0003505049,0.00004570292,1.430981e-7,1.508337e-8,0.002385037,0.9903477,0.005950072],"study_design_scores_gemma":[0.0003278342,0.0004388704,0.0002932514,0.00005269764,0.00003588033,0.0001630781,0.00001651164,0.00000157342,2.23126e-7,0.04898117,0.9494373,0.0002516655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000464289,0.0021874,0.00007800298,0.8717347,0.01327141,0.0003482546,0.0004190128,0.0001639285,0.1117509],"genre_scores_gemma":[0.0002968506,0.000002480873,0.0003728619,0.9328032,0.007489059,0.0002726124,0.002658743,0.00007889984,0.05602527],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06106857,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2168436113440297,"score_gpt":0.4785478563354253,"score_spread":0.2617042449913957,"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."}}