{"id":"W4410870535","doi":"10.1111/joim.20101","title":"Teaching Gentle Medicine","year":2025,"lang":"en","type":"letter","venue":"Journal of Internal Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Traditional medicine; Intensive care medicine; Medical education; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002492527,0.0004688964,0.001721073,0.002192304,0.00009067624,0.00001214884,0.0006807313,0.0007696461,0.002918995],"category_scores_gemma":[0.009836364,0.0002933751,0.0002789576,0.0005026312,0.0005326655,0.0001179171,0.000080354,0.009897841,0.00003143578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007175895,"about_ca_system_score_gemma":0.0006125342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002614064,"about_ca_topic_score_gemma":0.00000109071,"domain_scores_codex":[0.9943742,0.0001888476,0.002555463,0.0003183998,0.002146079,0.0004170233],"domain_scores_gemma":[0.9950876,0.0004626472,0.001973269,0.0005724444,0.001752451,0.0001515977],"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":[0.000146465,0.00007481274,0.0002482668,0.0008847648,0.0005672441,0.002050639,0.0006532932,2.691168e-7,0.0003221197,0.0001269773,0.9611469,0.03377823],"study_design_scores_gemma":[0.002763812,0.001955524,0.0002495699,0.02209332,0.001190121,0.005044393,0.0004739507,0.00004530149,0.00005142706,0.0007083885,0.965248,0.0001762278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008863438,0.001796957,0.003430462,0.9323802,0.01211403,0.0002547141,0.000002747442,0.00002849633,0.04910606],"genre_scores_gemma":[0.001321297,0.000227389,0.002214001,0.8680118,0.07412505,0.000006170568,0.00007867439,0.00005755079,0.05395808],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0643684,"threshold_uncertainty_score":0.9999518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024476969618843,"score_gpt":0.3757101489398144,"score_spread":0.355465379243626,"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."}}