{"id":"W4210357560","doi":"10.5742/mewfm.2021.94167","title":"Malignant Melanoma","year":2021,"lang":"en","type":"article","venue":"World Family Medicine Journal /Middle East Journal of Family Medicine","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; King Saud University","keywords":"Melanoma; Medicine; Dermatology; Cancer research","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002317509,0.0004946482,0.0005111059,0.002228103,0.0002381231,0.0005757987,0.0003443538,0.0004804422,0.005221312],"category_scores_gemma":[0.000538,0.0001551884,0.0003777034,0.00137273,0.0001992,0.000873198,0.0003722672,0.0006448554,0.003105611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566991,"about_ca_system_score_gemma":0.0004512809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005522233,"about_ca_topic_score_gemma":0.001313714,"domain_scores_codex":[0.9998235,0.00003531389,0.0000369167,0.00002982455,0.00005814047,0.00001631283],"domain_scores_gemma":[0.9998055,0.0000651619,0.00003656122,0.0000112593,0.00005798848,0.00002347576],"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":[0.00006274399,0.00004354161,0.001266189,0.005705468,0.00007567533,0.001396139,0.00008264188,0.0001296989,0.002250614,0.001237812,0.0902216,0.8975279],"study_design_scores_gemma":[0.000008648147,0.00007897154,0.003629325,0.002568937,0.00008344024,0.02256753,0.0001029761,0.00006937185,0.0004930071,0.0009821075,0.9694029,0.00001272213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.000941411,0.9906659,0.0004781356,0.0007606683,0.001218193,0.00001160706,0.00006522098,0.00003518026,0.005823712],"genre_scores_gemma":[0.008026735,0.9786729,0.0009670508,0.001271301,0.001799919,0.00001856783,0.0002432595,0.00001064743,0.008989598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005221312,"threshold_uncertainty_score":0.01746702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07280346032310021,"score_gpt":0.2858853146514904,"score_spread":0.2130818543283902,"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."}}