{"id":"W2110591706","doi":"10.1186/1477-7819-9-40","title":"Thick primary melanoma has a heterogeneous tumor biology: an institutional series","year":2011,"lang":"en","type":"article","venue":"World Journal of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Surgical oncology; Medicine; Series (stratigraphy); Melanoma; Primary (astronomy); Computational biology; Cancer research; Pathology; Oncology; Biology","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":[0.0002906179,0.0002960073,0.0002155045,0.0007208232,0.0004669344,0.000504459,0.0002147006,0.0002055375,0.001354312],"category_scores_gemma":[0.0009041948,0.0002416972,0.0001960933,0.0008690283,0.0003885668,0.0002723908,0.0005474814,0.0002845453,0.0003624064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003187207,"about_ca_system_score_gemma":0.0003450033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136528,"about_ca_topic_score_gemma":0.002356761,"domain_scores_codex":[0.9997087,0.00005131914,0.00004735629,0.00006839548,0.00006661654,0.00005759158],"domain_scores_gemma":[0.9991892,0.0001204551,0.0003740641,0.0001079583,0.0000565823,0.0001518416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005968225,0.00003983304,0.9910546,0.00002377394,0.00003417286,0.003364604,0.0001723712,0.0000559397,0.0008204092,0.00002851078,0.0002423007,0.004103757],"study_design_scores_gemma":[0.00002245305,0.0004989335,0.9615433,0.00003501931,0.00007749009,0.03415693,0.0008904603,0.0002515113,0.0008640252,0.00006054563,0.001583901,0.00001556056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990749,0.0002585313,0.0001681944,0.00001405222,0.000004125192,0.00001103109,0.0001045362,0.000007066872,0.0003573933],"genre_scores_gemma":[0.9994049,0.0001556806,0.0001198529,0.0000231819,0.000009531272,0.000007340898,0.0001502131,0.000003346244,0.0001259223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00136528,"threshold_uncertainty_score":0.004530609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04984460327857821,"score_gpt":0.2895996428436451,"score_spread":0.2397550395650669,"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."}}