{"id":"W2889202486","doi":"10.1097/sap.0000000000001601","title":"Course Review","year":2018,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Medicine; Magnification; Course (navigation); Plastic surgery; Mobile device; Medical physics; Physical examination; Surgery; General surgery; Medical education; Artificial intelligence","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":[0.001021327,0.0006632917,0.001040611,0.003480413,0.0005604265,0.00164832,0.00194887,0.001561868,0.1125314],"category_scores_gemma":[0.009769699,0.0002740705,0.0008183448,0.002503862,0.0004559509,0.002049588,0.001298954,0.00162828,0.03631433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705475,"about_ca_system_score_gemma":0.004231115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00221051,"about_ca_topic_score_gemma":0.003805018,"domain_scores_codex":[0.999172,0.0001610664,0.0001597744,0.0001316508,0.0002962586,0.00007941894],"domain_scores_gemma":[0.9946905,0.001493715,0.000781237,0.0001579487,0.002318782,0.0005578505],"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":[0.00006409524,0.00005265095,0.0002213684,0.01206175,0.00005306617,0.0002452286,0.00004204928,0.00009917877,0.0002005967,0.001259489,0.6002009,0.3854996],"study_design_scores_gemma":[0.00002274808,0.00003892081,0.0004110197,0.01162491,0.00006580824,0.001082125,0.00003862198,0.00002542215,0.00006781879,0.0006628149,0.9859508,0.000009100217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008065893,0.8818458,0.001498892,0.02929287,0.02987419,0.0004310072,0.002096679,0.0002639296,0.05389009],"genre_scores_gemma":[0.005202033,0.9108781,0.001747094,0.02149408,0.01694935,0.0003362909,0.003139713,0.000111765,0.04014154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1125314,"threshold_uncertainty_score":0.376455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08124928613209202,"score_gpt":0.3426542022060819,"score_spread":0.2614049160739899,"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."}}