{"id":"W1561385674","doi":"10.1177/070674371305800208","title":"Trends in Newspaper Coverage of Mental Illness in Canada: 2005–2010","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Newspaper; Mental illness; Mental health; Psychiatry; Content analysis; Medicine; Public health; Psychology; Media studies; Nursing; Social science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001211961,0.0004172714,0.0003354138,0.01577351,0.002311589,0.003204911,0.001147765,0.0004780913,0.006029665],"category_scores_gemma":[0.01098991,0.00024481,0.0003810468,0.02601595,0.0009343727,0.001113834,0.000931699,0.0006750106,0.0007239898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0286654,"about_ca_system_score_gemma":0.0266589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9740497,"about_ca_topic_score_gemma":0.9803056,"domain_scores_codex":[0.9978448,0.0001279401,0.0001977925,0.0001946918,0.001274984,0.0003597494],"domain_scores_gemma":[0.9686075,0.002910784,0.008138431,0.0003377712,0.01790386,0.002101562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007391596,0.0001248574,0.6884544,0.006375957,0.0003513426,0.001591947,0.02126536,0.0003558447,0.002564184,0.001331242,0.1256812,0.1511645],"study_design_scores_gemma":[0.00001014263,0.00003457251,0.944248,0.000478889,0.0001049982,0.0003754894,0.006349817,0.000238942,0.0004512748,0.00004025007,0.04763091,0.00003688253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6999964,0.03806522,0.0004357287,0.01084468,0.0005652442,0.0002193489,0.2029325,0.0003088953,0.04663198],"genre_scores_gemma":[0.9099421,0.02861482,0.001089469,0.001830246,0.0004022201,0.000133738,0.0423435,0.0001012692,0.01554258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0286654,"threshold_uncertainty_score":0.207983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513081824252086,"score_gpt":0.2801690133028497,"score_spread":0.2650381950603288,"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."}}