{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002357417,0.00007546761,0.000111586,0.00004131376,0.00008054417,0.00001314879,0.00008191838,0.00002556849,0.0009860679],"category_scores_gemma":[0.00009850076,0.00004439487,0.00005554753,0.00009693499,0.00004048781,0.00001109907,0.00003067741,0.00009786312,0.0009662528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003101472,"about_ca_system_score_gemma":0.00003118089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001930249,"about_ca_topic_score_gemma":0.000004170547,"domain_scores_codex":[0.9994423,0.00004200518,0.0001009301,0.0001237733,0.0001447668,0.0001461867],"domain_scores_gemma":[0.9994249,0.00004568509,0.00003035142,0.0003807603,0.00002275373,0.00009559847],"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":[0.00050992,0.0007725505,0.01064263,0.0002746394,0.000350157,0.0001063322,0.004136004,0.000003164668,0.04870844,0.04342588,0.3297122,0.5613581],"study_design_scores_gemma":[0.0004514823,0.0002361045,0.01418941,0.00001837291,0.00009342113,0.0004457869,0.0005379522,0.0001482896,0.005923287,0.0004546608,0.9774002,0.0001009652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8858401,0.00009490567,0.0003679295,0.01140685,0.00121299,0.0003640082,9.495089e-7,0.0001362007,0.1005761],"genre_scores_gemma":[0.9708787,0.00000841268,0.0003060366,0.00292744,0.0005631951,0.00003402358,0.000003096586,0.00001453875,0.02526451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6476881,"threshold_uncertainty_score":0.9999272,"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."}}