{"id":"W4254284065","doi":"10.2310/6620.2007.00005","title":"SELF-ASSESSMENT","year":2007,"lang":"en","type":"article","venue":"Dermatitis","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Section (typography); Dermatology; Family medicine; Library science; Medical education; Advertising","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002027893,0.0005053884,0.0006154182,0.0006254436,0.0004147166,0.0008055596,0.000584751,0.001898249,0.022842],"category_scores_gemma":[0.0153002,0.0001491438,0.0002871269,0.0002649798,0.0002659953,0.0007692736,0.0004222526,0.003818342,0.007096455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003314673,"about_ca_system_score_gemma":0.0006499621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005278375,"about_ca_topic_score_gemma":0.001645316,"domain_scores_codex":[0.998978,0.0003550062,0.0001722008,0.0001009408,0.0003380788,0.0000557635],"domain_scores_gemma":[0.9920888,0.002314574,0.0004852143,0.0001949201,0.004151769,0.0007647402],"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":[0.00005847356,0.00006589952,0.002983467,0.0001498854,0.00001248156,0.0003839394,0.00008865314,0.00001715739,0.0001057482,0.0003584151,0.9322857,0.06349015],"study_design_scores_gemma":[0.0001251109,0.0001765282,0.01614206,0.001660694,0.00006419082,0.004812458,0.0007416953,0.0003312933,0.0005215595,0.001262949,0.9741233,0.00003825578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01413438,0.02148142,0.003079224,0.6061938,0.2884248,0.0002937565,0.001285059,0.0003162074,0.06479131],"genre_scores_gemma":[0.1632165,0.04549091,0.006352745,0.2993031,0.2562653,0.0006412693,0.002274675,0.0002527882,0.2262029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.022842,"threshold_uncertainty_score":0.07641405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008214429901026384,"score_gpt":0.2672555374730628,"score_spread":0.2590411075720364,"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."}}