{"id":"W6939489550","doi":"10.6084/m9.figshare.20218314","title":"Additional file 1 of A population-based validation study of the 8th edition UICC/AJCC TNM staging system for cutaneous melanoma","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Staging system; Stage (stratigraphy); Neoplasm staging; Melanoma; TNM staging system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001429652,0.000807544,0.001023773,0.001739205,0.0008000252,0.000852096,0.001210886,0.0007463671,0.626744],"category_scores_gemma":[0.02255346,0.0004456551,0.0008568052,0.003434574,0.0001932106,0.001186539,0.0006274329,0.0008279411,0.05469311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009233307,"about_ca_system_score_gemma":0.001266842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008742372,"about_ca_topic_score_gemma":0.0123675,"domain_scores_codex":[0.999208,0.0001585809,0.0001773588,0.0002272362,0.0001261097,0.0001027157],"domain_scores_gemma":[0.9889687,0.006454626,0.001505697,0.001058217,0.001738559,0.0002740825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008331294,0.0001378655,0.01868879,0.00208892,0.0001533639,0.00008486173,0.00009028548,0.0004621728,0.0001198415,0.0006784624,0.9680292,0.008633146],"study_design_scores_gemma":[0.0136064,0.001017316,0.3401998,0.007282319,0.001091063,0.001668987,0.001048562,0.004879992,0.001300235,0.01118491,0.6164542,0.0002661098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00127543,0.00003588199,0.0002997085,0.00006796762,0.00001996669,0.0001541761,0.9970008,0.00006301505,0.00108302],"genre_scores_gemma":[0.039036,0.0001763194,0.002433651,0.0005066267,0.0001434974,0.004970684,0.9406359,0.0003119793,0.0117854],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.626744,"threshold_uncertainty_score":0.5324043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201681706723961,"score_gpt":0.2053934093450531,"score_spread":0.185225238672657,"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."}}