{"id":"W4220705068","doi":"10.1080/09546634.2022.2049589","title":"Time to codify a challenge in communication","year":2022,"lang":"en","type":"article","venue":"Journal of Dermatological Treatment","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Medical care; Medical practice; Medical literature; Intensive care medicine; Resistance (ecology); MEDLINE; Immunization; Health care; Family medicine; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00589273,0.0005878003,0.0005105849,0.0008169973,0.005163624,0.009358865,0.001187281,0.005139067,0.01516057],"category_scores_gemma":[0.02477762,0.0003286247,0.0006733005,0.0004067283,0.006282208,0.01215913,0.007402295,0.01055572,0.005536466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002685028,"about_ca_system_score_gemma":0.006810725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001687481,"about_ca_topic_score_gemma":0.001829587,"domain_scores_codex":[0.9926637,0.003728566,0.0004056944,0.0004712468,0.001913773,0.0008169723],"domain_scores_gemma":[0.9855807,0.006195097,0.001305934,0.0009388261,0.002574333,0.003405104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003856473,0.000398554,0.007956103,0.001131176,0.0001047617,0.0202608,0.2759442,0.0003950423,0.01872575,0.2094632,0.1544124,0.3108224],"study_design_scores_gemma":[0.00004345415,0.000271838,0.00347526,0.001520836,0.00003520078,0.02172809,0.1059115,0.0006198612,0.002043437,0.06968702,0.7945219,0.0001416081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09806082,0.01433562,0.06841408,0.4841588,0.02517639,0.0004710538,0.0002202731,0.001203511,0.3079594],"genre_scores_gemma":[0.7653878,0.0070832,0.05291227,0.07701758,0.007029831,0.0004419489,0.0002762527,0.0006355355,0.08921551],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01516057,"threshold_uncertainty_score":0.05071712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2766925474117619,"score_gpt":0.4399309135712461,"score_spread":0.1632383661594842,"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."}}