{"id":"W4406246448","doi":"10.1016/j.ypdi.2013.01.036","title":"10.1016/j.ypdi.2013.01.036","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Antibody; Cancer; Oncology; Internal medicine; Cancer research; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001100254,0.0001219522,0.0001842935,0.000062766,0.00004885,0.00001694931,0.0000927822,0.00006585835,0.9986487],"category_scores_gemma":[0.000009524754,0.0001039142,0.00009527536,0.0001970391,0.00004172249,0.00004511753,0.00001265724,0.00008818817,0.9861282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005658167,"about_ca_system_score_gemma":0.00004020339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001175611,"about_ca_topic_score_gemma":6.398024e-7,"domain_scores_codex":[0.9992282,0.00001789798,0.000166297,0.0001876402,0.0001700741,0.0002298408],"domain_scores_gemma":[0.9995025,0.00002061674,0.00002067658,0.000298883,0.00002667293,0.0001306431],"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":[0.001331515,0.00004818229,2.660252e-7,0.000006869076,0.00004318496,0.00000788543,0.00001620837,0.000001056202,0.0007824265,7.637624e-8,0.4272033,0.570559],"study_design_scores_gemma":[0.001190765,0.0004280548,0.0002729398,0.00005005918,0.00003562868,0.00003893078,0.000001666761,0.00002926601,0.0004716094,0.000001704497,0.9973455,0.0001338682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002741824,0.0004847821,3.415244e-7,0.002023491,0.000002933128,0.0002568139,0.00001015126,0.0001171591,0.9943625],"genre_scores_gemma":[0.0003143004,0.000004547417,0.00008767446,0.000393101,0.0002037777,0.00001670399,0.00002444989,0.00002550067,0.9989299],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5704252,"threshold_uncertainty_score":0.4237498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007582914566176218,"score_gpt":0.2046357782765232,"score_spread":0.197052863710347,"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."}}