{"id":"W4406646645","doi":"10.1016/b978-84-8086-687-3.00065-1","title":"10.1016/b978-84-8086-687-3.00065-1","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Melanoma; Medicine; Dermatology; Cancer research","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006443918,0.002241455,0.001260315,0.001697654,0.001201055,0.003668761,0.002354664,0.003520184,0.9741508],"category_scores_gemma":[0.001256997,0.0006739406,0.0007693747,0.001642131,0.000986299,0.003866343,0.002636109,0.002109066,0.9862336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007007141,"about_ca_system_score_gemma":0.0007348903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822246,"about_ca_topic_score_gemma":0.003142229,"domain_scores_codex":[0.999644,0.00002087441,0.00002039482,0.0001236244,0.0001236515,0.00006741505],"domain_scores_gemma":[0.9987656,0.0004046983,0.00007767614,0.0001205048,0.0002373648,0.0003941997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000122163,0.0001212764,0.0002941669,0.0004252867,0.00001278698,0.0001262365,0.00008189321,0.0002721576,0.001940437,0.004910768,0.4222594,0.5694335],"study_design_scores_gemma":[0.00001447702,0.00004377488,0.000428427,0.0002653743,0.000005801057,0.0001832423,0.00006045694,0.00008779085,0.0002213411,0.000965333,0.9977139,0.00001021046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001432421,0.0005820423,0.0005757742,0.0002282758,0.0001860573,0.00003708526,0.0004065126,0.0005281001,0.9973128],"genre_scores_gemma":[0.0003255857,0.0003271612,0.0002753918,0.0001004052,0.00003818562,0.00002499216,0.0002566368,0.0001311937,0.9985204],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02584922,"threshold_uncertainty_score":0.03687072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009019917480827795,"score_gpt":0.1852105300427166,"score_spread":0.1761906125618888,"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."}}