{"id":"W2035739780","doi":"10.2217/mmt.14.23","title":"Molecular pathology of cutaneous melanoma","year":2014,"lang":"en","type":"review","venue":"Melanoma Management","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Melanoma; Medicine; Pathology; Molecular pathology; Dermatology; Cancer research; Chemistry","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":[0.0002525912,0.0005768979,0.0007045895,0.00232144,0.0002426718,0.000832087,0.0004392812,0.0006925968,0.002593996],"category_scores_gemma":[0.0004456392,0.0001804723,0.0003547173,0.001198879,0.0004897586,0.0008325723,0.0004914288,0.001017631,0.001633896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004363101,"about_ca_system_score_gemma":0.000499898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00080383,"about_ca_topic_score_gemma":0.001077716,"domain_scores_codex":[0.9998593,0.00002438855,0.00001796657,0.00003001051,0.00005140251,0.00001690153],"domain_scores_gemma":[0.9998271,0.00006383234,0.00003604134,0.000009768815,0.00004823177,0.00001504044],"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":[0.00004511273,0.00003958171,0.0010192,0.009441397,0.00007625872,0.00116583,0.00008764576,0.0003402337,0.007658881,0.004376127,0.02419046,0.9515593],"study_design_scores_gemma":[0.000008597096,0.00005631334,0.004070428,0.003565685,0.0001031861,0.02165197,0.0001287323,0.0001390249,0.002401376,0.003592728,0.9642577,0.00002423159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004257347,0.9961966,0.0003336855,0.0002388024,0.0001398743,0.00000617556,0.00002311983,0.00001212943,0.002623833],"genre_scores_gemma":[0.005114828,0.9925922,0.0003820677,0.0001847476,0.0001839991,0.000006095231,0.00005964382,0.000002544328,0.001473847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002593996,"threshold_uncertainty_score":0.008677781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186273339104952,"score_gpt":0.2881619542454667,"score_spread":0.2695346203349715,"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."}}