{"id":"W7161812951","doi":"10.82308/28777","title":"The role of the physician in secondary prevention of melanoma through skin self-examination during melanoma follow-up care","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Skin cancer; Melanoma; Health care; International agency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00323475,0.0001626153,0.0003861681,0.0007258792,0.001638022,0.002079575,0.0006332778,0.001360377,0.01144445],"category_scores_gemma":[0.01681996,0.0002358049,0.0005009185,0.0005192588,0.0005403885,0.00121557,0.002332433,0.002332887,0.001470603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994202,"about_ca_system_score_gemma":0.009526736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701961,"about_ca_topic_score_gemma":0.03820188,"domain_scores_codex":[0.9959312,0.00250688,0.0002101996,0.0003130083,0.000557293,0.0004815089],"domain_scores_gemma":[0.9915338,0.003684845,0.001216366,0.0002091527,0.00111574,0.002240098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001691405,0.0005669338,0.09547984,0.002635279,0.00008546687,0.001171779,0.009965206,0.000244713,0.0004547409,0.006519676,0.1533255,0.7293817],"study_design_scores_gemma":[0.0002299651,0.00107643,0.3821426,0.03146491,0.0002344337,0.004576837,0.03100828,0.001017224,0.0005869525,0.01137738,0.5361598,0.0001251894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1706787,0.2011705,0.007576813,0.4177634,0.009430791,0.0008548019,0.001467304,0.0003655982,0.1906921],"genre_scores_gemma":[0.7723334,0.1266006,0.01684148,0.05466268,0.004860319,0.0008862166,0.0009791596,0.0001283018,0.02270771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01701961,"threshold_uncertainty_score":0.03828549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004791153416091725,"score_gpt":0.2380867313097554,"score_spread":0.2332955778936637,"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."}}