{"id":"W23747606","doi":"","title":"Predictors of sentinel lymph node metastasis in melanoma.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Alberta Hospital","funders":"","keywords":"Medicine; Sentinel lymph node; Melanoma; Breslow Thickness; Metastasis; Oncology; Sentinel node; Lymph node metastasis; Internal medicine; Cancer; Cancer research; Breast cancer","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":[0.0004749926,0.000200954,0.0001676241,0.000532874,0.0001862375,0.0002416566,0.0002471657,0.0002292764,0.002531188],"category_scores_gemma":[0.003037893,0.0001091826,0.0001602418,0.0005262744,0.0002192461,0.0002114924,0.0002121674,0.0004183,0.0002177254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758257,"about_ca_system_score_gemma":0.0004434207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313295,"about_ca_topic_score_gemma":0.002158407,"domain_scores_codex":[0.9997981,0.00005400258,0.00003069225,0.00002754496,0.00006363132,0.00002600504],"domain_scores_gemma":[0.9973379,0.0006726774,0.001398369,0.00004779003,0.0002026469,0.000340589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004512729,0.00001042972,0.9983783,0.00002064077,0.000008356535,0.0001184645,0.000007476718,0.00005027452,0.0001142977,0.000004688522,0.00007565792,0.001166158],"study_design_scores_gemma":[0.000008529343,0.0001621265,0.9966781,0.00002491657,0.00003379803,0.002089831,0.00006158664,0.0003504965,0.0002430527,0.00004421074,0.0003004745,0.000002910003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971142,0.001733209,0.000171784,0.000151944,0.00001463378,0.00001397903,0.0003003085,0.00001098929,0.0004888518],"genre_scores_gemma":[0.9992856,0.0002643784,0.0001419024,0.00001402511,0.00001644119,0.000006365121,0.0001795812,0.000001870916,0.00008977309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002531188,"threshold_uncertainty_score":0.008467734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378319097274189,"score_gpt":0.2201138371168783,"score_spread":0.2063306461441364,"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."}}