{"id":"W2034822895","doi":"10.1155/2010/583748","title":"From Melanocyte to Metastatic Malignant Melanoma","year":2010,"lang":"en","type":"article","venue":"Dermatology Research and Practice","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Melanocyte; Melanoma; Metastatic melanoma; Cancer research; Oncology; Pathology; Internal medicine; Dermatology","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":[0.0002480721,0.0003484021,0.0003670289,0.0008743794,0.0004614697,0.001173918,0.0003507847,0.0009492022,0.005979588],"category_scores_gemma":[0.0009541801,0.0001469172,0.0002000579,0.0004345682,0.0006257676,0.0008597768,0.000994966,0.001451525,0.002802531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000738946,"about_ca_system_score_gemma":0.00053461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009388583,"about_ca_topic_score_gemma":0.0009180186,"domain_scores_codex":[0.9997526,0.00004680591,0.00003030074,0.00004694691,0.00006413126,0.00005925218],"domain_scores_gemma":[0.9997662,0.00006050705,0.00003609783,0.0000187187,0.00006883773,0.00004962339],"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":[0.0004636854,0.0001628209,0.01859195,0.00289191,0.00006330087,0.07389937,0.001303318,0.0003001195,0.02033942,0.05859008,0.1532637,0.6701303],"study_design_scores_gemma":[0.00003797447,0.000249347,0.01141207,0.001950862,0.00005842056,0.2571788,0.0006128235,0.0002733425,0.004960236,0.01477475,0.708452,0.00003937717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06241127,0.7758561,0.006372773,0.02780292,0.01021145,0.0001350253,0.0005929496,0.0004707692,0.1161467],"genre_scores_gemma":[0.4760191,0.4309842,0.004532322,0.01693579,0.0149859,0.00009717225,0.0006185017,0.0001412815,0.0556858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005979588,"threshold_uncertainty_score":0.02000374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07039126721591665,"score_gpt":0.4057233746436012,"score_spread":0.3353321074276845,"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."}}