{"id":"W4224254021","doi":"10.1111/ajd.13845","title":"Sun protection behaviour checklist for targeted counselling in skin cancer patients","year":2022,"lang":"en","type":"letter","venue":"Australasian Journal of Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Cancer Institute","keywords":"Medicine; Cancer; Checklist; Family medicine; Gerontology; Psychology; Internal 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001507275,0.0003738992,0.001246989,0.0006564755,0.0001166321,0.00001936967,0.0002464299,0.0006135311,0.00034181],"category_scores_gemma":[0.00006149151,0.0003584411,0.0003450526,0.0002634982,0.0001211326,0.0001113556,0.00002588023,0.003001719,0.000002985298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000669863,"about_ca_system_score_gemma":0.0004008554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009541849,"about_ca_topic_score_gemma":0.00007513511,"domain_scores_codex":[0.9972437,0.0001595313,0.001185174,0.0003325468,0.0004911965,0.0005878604],"domain_scores_gemma":[0.9979607,0.00008910166,0.001257278,0.0001967953,0.0004114863,0.00008458037],"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":[0.0008438362,0.0002304905,0.2037929,0.0009273738,0.0005400281,0.005243204,0.0007490626,0.00002283309,0.00003680229,0.000002293099,0.7867978,0.0008133555],"study_design_scores_gemma":[0.008264584,0.001872909,0.06033769,0.0007744735,0.0009704597,0.01110723,0.0002608667,0.00001433039,0.00199279,0.0001568433,0.9136438,0.0006040794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3706977,0.002154026,0.0002440827,0.6191109,0.004821692,0.002567303,0.0002620049,0.00002586994,0.0001164761],"genre_scores_gemma":[0.9218663,0.0009484685,0.001196788,0.06870402,0.004218717,0.0009595153,0.0004183818,0.0002592243,0.001428601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5511686,"threshold_uncertainty_score":0.9998868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114815055194997,"score_gpt":0.2887965324151288,"score_spread":0.2676483818631788,"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."}}