{"id":"W4233397893","doi":"10.32920/ryerson.14654409.v1","title":"Communicating Illness: Depictions of Mental Illness and Cancer in Canadian News Media","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Newspaper; Globe; Metaphor; Psychiatry; Mental health; Psychology; News media; Sociology of health and illness; Medicine; Media studies; Sociology; Health care; Political science; Linguistics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001944587,0.0008630752,0.000353689,0.009968933,0.0130757,0.008065131,0.001022338,0.001099639,0.004537781],"category_scores_gemma":[0.008593461,0.0003525727,0.0003016045,0.01218524,0.005879025,0.00246658,0.003180965,0.001633389,0.0003431622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04004724,"about_ca_system_score_gemma":0.01980702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8916466,"about_ca_topic_score_gemma":0.933521,"domain_scores_codex":[0.9972257,0.0006880462,0.0001085352,0.0001571204,0.001364184,0.000456404],"domain_scores_gemma":[0.9902729,0.005349301,0.001588053,0.0001769583,0.002000721,0.0006120807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001461369,0.0000254441,0.01686235,0.0006304088,0.00002336327,0.001908184,0.9468799,0.0001218427,0.002606086,0.005423751,0.007299228,0.01807345],"study_design_scores_gemma":[0.00001166315,0.00003748235,0.05715726,0.0005617237,0.00009096392,0.0007603905,0.8147985,0.0003455969,0.001427594,0.0004117693,0.1243138,0.00008331158],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8996075,0.004927021,0.000577104,0.007666162,0.0003752316,0.00008628599,0.002193095,0.00005550593,0.08451215],"genre_scores_gemma":[0.9865659,0.004133832,0.0005257992,0.0006456276,0.0001596033,0.00003955541,0.0005472446,0.0000331643,0.007349301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1083534,"threshold_uncertainty_score":0.2905644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028079588279441,"score_gpt":0.3232507930786819,"score_spread":0.2951712047992409,"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."}}