{"id":"W2557907285","doi":"10.1108/jpmh-09-2016-0046","title":"Shifting culture and taking action to reduce smoking and premature death among people with a mental health condition","year":2016,"lang":"en","type":"article","venue":"Journal of Public Mental Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Life expectancy; Population; Anxiety; Psychiatry; Medicine; Depression (economics); Expectancy theory; Quarter (Canadian coin); Public health; Psychology; Affect (linguistics); Environmental health; Gerontology; Social psychology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003222432,0.0002642146,0.0005546678,0.00030061,0.00202512,0.00004732643,0.000124515,0.0001417117,0.0001049152],"category_scores_gemma":[0.00005637166,0.0001635003,0.00004518527,0.0002686072,0.00005010352,0.0008483802,0.000111701,0.0006780808,0.000004151135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002345388,"about_ca_system_score_gemma":0.001056624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006671311,"about_ca_topic_score_gemma":0.002174804,"domain_scores_codex":[0.9958696,0.0008728331,0.001239172,0.0003428666,0.0007366546,0.0009388775],"domain_scores_gemma":[0.9956829,0.0001318497,0.002392559,0.0001547243,0.0001740559,0.001463932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007559753,0.0002457989,0.8507223,0.003671834,0.0001001344,0.00000460922,0.06037136,6.879184e-7,0.0005161075,0.001289917,0.01437583,0.06794545],"study_design_scores_gemma":[0.01293526,0.01189409,0.812193,0.03163494,0.00004117953,0.0004941685,0.07863069,0.00007459075,0.0002370823,0.0003866981,0.05074361,0.0007347365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704303,0.001177303,0.0005163358,0.02447353,0.001048837,0.001940411,0.0001197895,0.00003370357,0.0002597946],"genre_scores_gemma":[0.9898854,0.001237349,0.001827976,0.006125252,0.0004122352,0.00004372946,0.00009046852,0.00003369798,0.000343889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06721071,"threshold_uncertainty_score":0.9992741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1591998900018673,"score_gpt":0.4394165480410533,"score_spread":0.2802166580391861,"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."}}