{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002791992,0.0001557112,0.0004016474,0.0001025865,0.0005651261,0.00001526717,0.0004418426,0.00008806713,0.0008931297],"category_scores_gemma":[0.0000867314,0.0001547319,0.00005507743,0.0003410041,0.0001747341,0.00003528967,0.0006890393,0.0009680872,0.00001783967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003446131,"about_ca_system_score_gemma":0.0004921358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258893,"about_ca_topic_score_gemma":0.0002453811,"domain_scores_codex":[0.9979689,0.000506369,0.0003195316,0.0002119175,0.0006533591,0.0003398866],"domain_scores_gemma":[0.9991896,0.0001274046,0.000134599,0.0003108364,0.00008741635,0.0001501043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001183465,0.0029043,0.6976275,0.0001747064,0.000178637,0.00007388241,0.001454734,3.613178e-7,0.00005743828,0.00004327111,0.2605851,0.03678164],"study_design_scores_gemma":[0.004410509,0.0007665169,0.4678461,0.0001577768,0.0001325224,0.003616963,0.005388328,0.0001409703,0.0006603425,0.00009691218,0.516411,0.0003719863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820372,0.001927149,0.000007837455,0.01187647,0.0005887494,0.001168742,0.00002062713,0.0001608569,0.00221229],"genre_scores_gemma":[0.9895242,0.00006027925,0.00008782301,0.004119857,0.00007209554,0.005334811,0.000143464,0.00002891332,0.0006285924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2558259,"threshold_uncertainty_score":0.9779145,"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."}}