{"id":"W2038893147","doi":"10.1503/cjs.005513","title":"Slow birth of new-wave medical journalism","year":2013,"lang":"en","type":"editorial","venue":"Canadian Journal of Surgery","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Journalism; Media studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02336919,0.000817653,0.001094613,0.003256007,0.002948349,0.0160913,0.001875585,0.009517778,0.01226876],"category_scores_gemma":[0.08381029,0.0005662782,0.000925854,0.001421544,0.006268464,0.01246537,0.004064362,0.01912137,0.004458214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007539509,"about_ca_system_score_gemma":0.01078925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421301,"about_ca_topic_score_gemma":0.003744325,"domain_scores_codex":[0.9801384,0.005735699,0.001218526,0.001505532,0.01023259,0.001169166],"domain_scores_gemma":[0.9291224,0.02899098,0.003247136,0.002455236,0.02504021,0.01114399],"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":[0.00007687678,0.00001928607,0.0001492568,0.0005694379,0.00002899555,0.0001843897,0.0004733711,0.00004287374,0.0001645426,0.03159428,0.9368669,0.02982983],"study_design_scores_gemma":[0.00002002341,0.00001474798,0.0002357388,0.0003774188,0.000008121791,0.0001563618,0.0002513865,0.00005543138,0.00008144171,0.005525581,0.9932602,0.0000135027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006886875,0.04419324,0.000546068,0.56815,0.3768297,0.00001739704,0.0001008163,0.0001436541,0.009330507],"genre_scores_gemma":[0.01696167,0.03620493,0.0009721403,0.2697063,0.6563641,0.00004091142,0.00009030258,0.000239368,0.01942032],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02336919,"threshold_uncertainty_score":0.1235896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475536939591696,"score_gpt":0.3715045191423058,"score_spread":0.2239508251831362,"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."}}