{"id":"W4290804153","doi":"10.2196/36793","title":"Piloting a Community Education Skin Cancer Program Coordinated by Medical Students","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Skin cancer; Cancer; Medicine; Psychology; Internal medicine","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":[0.008182185,0.000552256,0.0003540264,0.001205403,0.00653571,0.00240275,0.001960329,0.001899691,0.02541108],"category_scores_gemma":[0.005084054,0.0006505796,0.0008168132,0.000585452,0.0007912597,0.001140801,0.004999279,0.003214841,0.002664713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003283284,"about_ca_system_score_gemma":0.04423949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02287595,"about_ca_topic_score_gemma":0.08313975,"domain_scores_codex":[0.9947661,0.002378968,0.0001628353,0.0004341699,0.0005425411,0.001715356],"domain_scores_gemma":[0.9742053,0.000974435,0.0006035081,0.0007525005,0.003025852,0.02043837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.005188948,0.1159456,0.2975252,0.001203322,0.0002247754,0.0019425,0.005904553,0.001011981,0.02905418,0.001857605,0.07456966,0.4655717],"study_design_scores_gemma":[0.008357533,0.06134944,0.6795707,0.0005759006,0.0002555246,0.0009694599,0.04398821,0.002617235,0.01650544,0.001002284,0.1846402,0.0001680887],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183838,0.0003898798,0.004553022,0.01943569,0.00219858,0.02689619,0.00107656,0.0007099179,0.0263563],"genre_scores_gemma":[0.8711012,0.0005143647,0.03304338,0.01904917,0.0007539926,0.01071466,0.001945408,0.0001258513,0.06275195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541108,"threshold_uncertainty_score":0.0850085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592219547579691,"score_gpt":0.3957391470569915,"score_spread":0.3798169515811946,"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."}}