{"id":"W2349097719","doi":"10.18192/uojm.v6i1.1555","title":"Preventative and Personalized Approach to the Treatment of Malignant Melanoma: A Case Report.","year":2016,"lang":"fr","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Melanoma; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002723186,0.0007930374,0.0003396769,0.0009537971,0.001680998,0.001159419,0.0005644947,0.002557235,0.002252182],"category_scores_gemma":[0.001377513,0.0003755324,0.0006855557,0.0005929659,0.0005655713,0.001063015,0.001085454,0.001831051,0.0008413818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007374254,"about_ca_system_score_gemma":0.0007475266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009651782,"about_ca_topic_score_gemma":0.002637281,"domain_scores_codex":[0.9995601,0.00009038956,0.00004666809,0.00007059445,0.00009194468,0.0001401954],"domain_scores_gemma":[0.9996269,0.00007000262,0.0001295143,0.0000375441,0.00003035651,0.0001055929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001617715,0.00009067278,0.01069786,0.00008918603,0.00001396643,0.9673679,0.0004838809,0.0001363125,0.001711341,0.001353566,0.001884462,0.01615468],"study_design_scores_gemma":[0.000002265938,0.00001920524,0.001066258,0.00001937953,0.000005673752,0.9949228,0.0001385048,0.0001318138,0.0002578163,0.0002054486,0.003226865,0.000003971342],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8262429,0.04879417,0.02330723,0.01838361,0.001464252,0.0004927225,0.0002170249,0.0004212329,0.08067688],"genre_scores_gemma":[0.9675673,0.01177197,0.008461005,0.002928344,0.001264551,0.00008350341,0.0001212958,0.00004538677,0.007756669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002557235,"threshold_uncertainty_score":0.007534325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053960726837327,"score_gpt":0.2496388343169036,"score_spread":0.2290992270485304,"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."}}