{"id":"W2161756110","doi":"10.1093/annonc/mdr608","title":"How valid are claims for synergy in published clinical studies?","year":2012,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research; University of Toronto","funders":"","keywords":"Medicine; Clinical trial; Drug; Clinical study design; Phases of clinical research; Oncology; Intensive care medicine; Pharmacology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00162266,0.0001180217,0.0005587111,0.00008841422,0.00003689731,0.00001214077,0.0001954238,0.0001509344,0.00001885746],"category_scores_gemma":[0.003439004,0.0000984147,0.0001469101,0.0001031243,0.0001747371,0.0002823233,0.0001184803,0.0001769059,0.000008549839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002114606,"about_ca_system_score_gemma":0.00004003945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001736082,"about_ca_topic_score_gemma":0.00002105964,"domain_scores_codex":[0.9985585,0.0003025297,0.0004344193,0.0002206833,0.0000879403,0.0003959594],"domain_scores_gemma":[0.9971904,0.001894837,0.0003961678,0.0001741062,0.0002540472,0.00009048906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003411875,0.004336375,0.6227707,0.0003599659,0.0008259385,0.0001931688,0.002486695,0.000005336982,0.001430793,0.01619366,0.1818209,0.1661646],"study_design_scores_gemma":[0.003370391,0.02628828,0.4258705,0.0002302502,0.00005818654,0.00009314289,0.006232428,0.0001559224,0.0009045899,0.01215397,0.524116,0.0005263656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856573,0.001312569,0.00006065565,0.008841133,0.0007021922,0.0001602606,0.00001641057,0.00003663285,0.003212812],"genre_scores_gemma":[0.9961377,0.0002200723,0.001316165,0.0009150369,0.0006998045,0.00005062093,0.00000498401,0.00001591027,0.0006397181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.342295,"threshold_uncertainty_score":0.4117058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.763186398303488,"score_gpt":0.6111141147865045,"score_spread":0.1520722835169835,"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."}}