{"id":"W4285035312","doi":"10.1111/medu.14876","title":"Opening up learning conversations: Including patients","year":2022,"lang":"en","type":"letter","venue":"Medical Education","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Credibility; Vulnerability (computing); Psychology; Medical education; MEDLINE; Medicine; Computer science; Political science; Computer security","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":[0.01458287,0.001043782,0.0009691853,0.0009069865,0.02590379,0.01158827,0.002630238,0.04260715,0.01490599],"category_scores_gemma":[0.05934887,0.0009503134,0.001174131,0.0005530535,0.009669289,0.01763397,0.01227962,0.0431652,0.006407232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004499685,"about_ca_system_score_gemma":0.009499698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005018359,"about_ca_topic_score_gemma":0.01155322,"domain_scores_codex":[0.9787466,0.01270403,0.0007901831,0.00084582,0.003254097,0.003659335],"domain_scores_gemma":[0.9541574,0.01803047,0.002627458,0.001655746,0.004742968,0.01878601],"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":[0.0001138602,0.0002446348,0.003240289,0.0002018188,0.00003626817,0.01753915,0.07327525,0.0001239724,0.001749693,0.008061308,0.8394211,0.05599265],"study_design_scores_gemma":[0.00007190352,0.000236847,0.002359374,0.0009823834,0.00002651937,0.01209721,0.1308388,0.0003209188,0.0005844843,0.01820247,0.8341369,0.0001421267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006683326,0.00148069,0.000847094,0.9553195,0.007589352,0.00007010246,0.00001854155,0.0001848367,0.02780664],"genre_scores_gemma":[0.05880417,0.001776959,0.001511603,0.9094718,0.006828343,0.0002053317,0.00002404112,0.00009870733,0.02127911],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04260715,"threshold_uncertainty_score":0.07712251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1987710028109842,"score_gpt":0.4745530390029746,"score_spread":0.2757820361919905,"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."}}