{"id":"W2418688310","doi":"","title":"Skin cancer prevention in Canada. Preface.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Partnership Against Cancer","funders":"","keywords":"Cancer; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001136733,0.00008117319,0.0001673957,0.00004662466,0.00002120176,0.000004552866,0.00005610976,0.00003475462,0.0001326027],"category_scores_gemma":[0.0000593471,0.00007246797,0.00002352425,0.0001358564,0.00002261098,0.0000389946,0.0000307377,0.0002087095,0.000003026131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005105766,"about_ca_system_score_gemma":0.0006164641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7327431,"about_ca_topic_score_gemma":0.9946689,"domain_scores_codex":[0.9991962,0.00001150929,0.0001456954,0.0001704174,0.0001846205,0.0002914963],"domain_scores_gemma":[0.9996457,0.00002118503,0.00004151479,0.0001717401,0.00002863702,0.00009125638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003913972,0.00002854798,0.7928663,0.0000321794,0.00003227967,0.00001757968,0.00005606319,0.000001995415,0.00005203496,0.00002320657,0.005430985,0.2014197],"study_design_scores_gemma":[0.0007180992,0.00000526117,0.9623459,0.00001308491,0.00001893561,0.00000690935,0.00003259527,0.000006267338,0.002449904,0.00003612821,0.03429601,0.00007090206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863404,0.0004445318,0.000002208577,0.002146674,0.0008494515,0.0007679331,0.0000072791,0.00001302804,0.009428488],"genre_scores_gemma":[0.9933292,0.00006611894,0.0000760199,0.000237373,0.000227367,0.002758338,0.000002899299,0.00001256319,0.003290082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2619258,"threshold_uncertainty_score":0.2955158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636498681574252,"score_gpt":0.2512401699853385,"score_spread":0.234875183169596,"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."}}