{"id":"W2597850117","doi":"10.1200/jco.2013.31.15_suppl.10528","title":"Discordance of oncologic surgical classifications in COG studies.","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Cog; Surgery; Radical surgery; Resection; Resection margin; General surgery; Cancer; Internal medicine","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":[0.134701,0.0004512749,0.0009790923,0.009445332,0.001027429,0.003762376,0.002319334,0.001031916,0.001158714],"category_scores_gemma":[0.2291917,0.0005512342,0.001340892,0.010405,0.001701945,0.001360091,0.003309145,0.0006258842,0.0002701374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426266,"about_ca_system_score_gemma":0.001131236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927485,"about_ca_topic_score_gemma":0.002885642,"domain_scores_codex":[0.823319,0.0993161,0.04473326,0.01020224,0.02022383,0.002205513],"domain_scores_gemma":[0.6146083,0.1793606,0.1453629,0.04174157,0.01669361,0.002232973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007182773,0.00001714171,0.9867404,0.0006954695,0.0007878695,0.0001200926,0.001092433,0.0001259086,0.0002039798,0.000460525,0.001166434,0.00787149],"study_design_scores_gemma":[0.00008493146,0.000178222,0.9841377,0.001030792,0.0009288992,0.001033815,0.001665706,0.0006143139,0.000782304,0.00116773,0.008335354,0.00004025725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947752,0.02805998,0.003709885,0.001501232,0.000375658,0.0006574765,0.007981552,0.00006443497,0.009897699],"genre_scores_gemma":[0.9943767,0.0006177366,0.001593701,0.0005150505,0.00008183559,0.0002943373,0.002346505,0.00002937931,0.0001448005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.134701,"threshold_uncertainty_score":0.7123756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3937819821831515,"score_gpt":0.5854029967110247,"score_spread":0.1916210145278732,"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."}}