{"id":"W2962730182","doi":"10.12968/indn.2019.7.17","title":"Frequently asked questions on skin cancer and melanoma","year":2019,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Skin Protection and Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Medicine; Skin cancer; Dermatology; Melanoma; Frequently asked questions; Questions and answers; Cancer; Family medicine; Medical education; Internal medicine; Cancer research; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001850686,0.0003969362,0.0005190943,0.0008095561,0.001178684,0.0006708992,0.0003747799,0.002278374,0.0185764],"category_scores_gemma":[0.0221139,0.0001758609,0.0006315531,0.0005041994,0.0003279674,0.001030967,0.001680414,0.001361379,0.00345196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008227254,"about_ca_system_score_gemma":0.0008281474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002873149,"about_ca_topic_score_gemma":0.00580587,"domain_scores_codex":[0.9971119,0.001696864,0.0003384247,0.0001137209,0.0003270688,0.0004119408],"domain_scores_gemma":[0.9867679,0.007026625,0.002183633,0.0001433414,0.002263154,0.001615409],"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":[0.0004897735,0.0005564864,0.1958218,0.002100675,0.0001818254,0.00265885,0.04023422,0.0003481437,0.002360502,0.00116835,0.6272061,0.1268733],"study_design_scores_gemma":[0.0001360037,0.0007752075,0.1883222,0.002985351,0.0001574206,0.008217718,0.1069402,0.0004391196,0.0008213631,0.00143246,0.6895776,0.0001953094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5636815,0.02310722,0.004912743,0.2494798,0.01502492,0.00122859,0.01059667,0.0005826935,0.1313858],"genre_scores_gemma":[0.7221807,0.02602604,0.01311115,0.1486953,0.00597105,0.002763062,0.006342374,0.0003622554,0.07454791],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0185764,"threshold_uncertainty_score":0.06214428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063567973103696,"score_gpt":0.2888859213889501,"score_spread":0.2782502416579131,"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."}}