{"id":"W4392117976","doi":"10.15173/m.v1i26.942","title":"Pathoprofile: Melanoma","year":2014,"lang":"en","type":"article","venue":"The Meducator","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Melanoma; Peer review; Medicine; Biology; 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":[],"category_scores_codex":[0.0003770792,0.000775697,0.000503842,0.002526002,0.000911332,0.002194546,0.001235516,0.001618185,0.8764741],"category_scores_gemma":[0.005068107,0.0005776332,0.0004731094,0.001282382,0.00034088,0.002029022,0.002460698,0.001274497,0.6744533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005263133,"about_ca_system_score_gemma":0.0007000177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174801,"about_ca_topic_score_gemma":0.0021967,"domain_scores_codex":[0.9996502,0.00006059675,0.00002321355,0.0000419101,0.0001440668,0.0000798947],"domain_scores_gemma":[0.9962914,0.001071908,0.000321967,0.0003656989,0.0008199064,0.001129231],"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":[0.00004448568,0.00003500072,0.0002745663,0.00009994731,0.000001243245,0.0001220312,0.00001801052,0.00001879938,0.0001566171,0.0003418861,0.9552981,0.04358938],"study_design_scores_gemma":[0.00005440257,0.00004244204,0.001229577,0.0001620471,0.000003429902,0.0007444121,0.000046052,0.0001233018,0.0006278806,0.0008606486,0.9960942,0.00001163193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002104399,0.001024014,0.001379204,0.003974793,0.001769314,0.0003432238,0.02559593,0.01798212,0.945827],"genre_scores_gemma":[0.01491472,0.001290595,0.002554283,0.00397086,0.001664887,0.0002052316,0.0189659,0.01122441,0.9452091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8764741,"threshold_uncertainty_score":0.1761945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060537158774655,"score_gpt":0.2476252693860967,"score_spread":0.2370198977983501,"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."}}