{"id":"W4224937854","doi":"10.1016/j.jcjd.2022.04.007","title":"Media Portrayal of Type 1 Diabetes in North American Television and Film","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal; McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Blame; Medicine; Mythology; Entertainment; Storytelling; Disease; Aesthetics; Psychiatry; Narrative; Pathology; Literature","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0004820144,0.0001460337,0.0000987195,0.002249982,0.001459443,0.002160018,0.0001971531,0.0004579284,0.006115725],"category_scores_gemma":[0.002689339,0.0001313435,0.0001152334,0.002112087,0.0004357714,0.0007079539,0.0006314706,0.00072815,0.0002911518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503234,"about_ca_system_score_gemma":0.0004776403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08784232,"about_ca_topic_score_gemma":0.1829892,"domain_scores_codex":[0.9996468,0.0001463658,0.00001506108,0.00002491147,0.0001112218,0.00005577844],"domain_scores_gemma":[0.9969462,0.001361791,0.0009195124,0.00005174026,0.0004284796,0.0002923206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001706712,0.0004827631,0.6418079,0.0008217572,0.000147156,0.002211441,0.2085614,0.000379587,0.004593292,0.004734719,0.04275244,0.0918009],"study_design_scores_gemma":[0.000007897025,0.00006980897,0.9049035,0.0002816059,0.00003660236,0.0004079285,0.07302399,0.0002424596,0.0003249425,0.0001345856,0.0205453,0.000021291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512207,0.002199973,0.00003615084,0.002624187,0.000147654,0.00001212966,0.001137204,0.000008115107,0.04261383],"genre_scores_gemma":[0.9938527,0.001922289,0.00003468772,0.0002079253,0.000245873,0.000007810987,0.0002403765,0.000005366299,0.003483003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9121577,"threshold_uncertainty_score":0.1746621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299146117363436,"score_gpt":0.2411900628701535,"score_spread":0.2281986016965192,"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."}}