{"id":"W7114889562","doi":"10.12688/mep.20422.2","title":"Tips for teaching skin procedures to family medicine residents.","year":2025,"lang":"en","type":"article","venue":"MedEdPublish","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Training (meteorology); Alternative medicine; Pig skin; Skin care","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":[],"consensus_categories":[],"category_scores_codex":[0.0005806915,0.000159553,0.0003105963,0.0005709109,0.0001729705,0.00007858577,0.0001744903,0.0000773102,0.0001492854],"category_scores_gemma":[0.002783016,0.0001313589,0.00008005439,0.0003736234,0.00004444337,0.00009775178,0.00009444806,0.0001905453,0.0000390633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357259,"about_ca_system_score_gemma":0.0001200478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002633246,"about_ca_topic_score_gemma":0.0001887515,"domain_scores_codex":[0.9986445,0.0000307568,0.0003251007,0.000377907,0.0003209296,0.0003007877],"domain_scores_gemma":[0.9991602,0.0001147572,0.00005261792,0.0003569751,0.0001685947,0.0001468856],"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":[0.0002865595,0.00008137768,0.0004495581,0.0003208768,0.00008950118,0.00001820544,0.0004915303,0.000002541124,0.003074459,0.005680723,0.9424304,0.04707429],"study_design_scores_gemma":[0.001832642,0.0004257462,0.01343828,0.0004496241,0.0001438935,0.0000447654,0.001813549,0.00007657229,0.0009877682,0.000922884,0.9797229,0.0001413869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2712775,0.00074028,0.03167261,0.1292714,0.004259804,0.005201527,0.00001339683,0.0008773516,0.5566862],"genre_scores_gemma":[0.8040647,0.00001743762,0.002615093,0.02202985,0.0006989138,0.0003175239,0.0000414251,0.00003275462,0.1701823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5327873,"threshold_uncertainty_score":0.535666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889391871284303,"score_gpt":0.3170815274673063,"score_spread":0.2981876087544633,"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."}}