{"id":"W2577984904","doi":"10.12788/j.cmonc.0037","title":"When is an answer not an answer?","year":2013,"lang":"en","type":"article","venue":"Community Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001309311,0.0001961039,0.0005085521,0.0001794007,0.0003895522,0.00004893244,0.0008773603,0.0003806833,0.01200494],"category_scores_gemma":[0.0002589766,0.0001822917,0.00007473366,0.0001857479,0.0004337569,0.0003076314,0.0003620409,0.002095032,0.001388669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000495253,"about_ca_system_score_gemma":0.0006362966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01744945,"about_ca_topic_score_gemma":0.004598704,"domain_scores_codex":[0.9965768,0.001893906,0.0003258864,0.0002513119,0.0003520666,0.0006000648],"domain_scores_gemma":[0.9963359,0.0004201684,0.00007075998,0.002131769,0.0004255631,0.0006158917],"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":[0.0005539434,0.004656718,0.04132562,0.000250483,0.0001646659,0.0001303348,0.05485986,0.000001853765,0.03378352,0.0003867058,0.3169627,0.5469236],"study_design_scores_gemma":[0.002878971,0.01046403,0.1174176,0.00006404429,0.00006405859,0.0002025477,0.007589251,0.0008451734,0.004078987,0.003665607,0.8523665,0.000363245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398609,0.00009317362,0.0000509743,0.0236012,0.0003295236,0.0007571531,0.00001917145,0.0001535621,0.03513429],"genre_scores_gemma":[0.9757421,0.00007055233,0.003427527,0.01740343,0.00039227,0.0001455983,0.000108261,0.00005369653,0.002656583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5465604,"threshold_uncertainty_score":0.9993889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2275397195561441,"score_gpt":0.4586631591440516,"score_spread":0.2311234395879075,"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."}}