{"id":"W4211179856","doi":"10.4161/onci.22789","title":"Trial watch","year":2012,"lang":"en","type":"article","venue":"OncoImmunology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Cancer Research; Institut National Du Cancer","keywords":"Clinical trial; Medicine; Monoclonal antibody; Cancer; Basic research; Cancer research; Antibody; Immunology; Pathology; Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002017035,0.00008579455,0.0002247425,0.00004435156,0.0000606047,0.000004009947,0.00007739211,0.000112623,0.001805101],"category_scores_gemma":[0.0000721145,0.00006192125,0.00009076975,0.00009398937,0.0001289632,0.00005280536,0.00007376006,0.0002578511,0.001769644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003823991,"about_ca_system_score_gemma":0.00006119096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001110954,"about_ca_topic_score_gemma":0.000002234243,"domain_scores_codex":[0.99909,0.00005340102,0.0001518468,0.0001037997,0.0001519978,0.0004489934],"domain_scores_gemma":[0.9995431,0.0000805789,0.00002503282,0.0001959389,0.00004019556,0.0001150991],"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":[0.2425742,0.004456947,0.2178048,0.0001774104,0.001039019,0.0002276267,0.002241202,2.459157e-7,0.1325296,0.05204756,0.0914967,0.2554047],"study_design_scores_gemma":[0.01927411,0.001138379,0.05729734,0.00001096155,0.00002819013,0.0003180463,0.00007108109,0.000003121697,0.003450282,0.0001351268,0.9181769,0.00009648267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919228,0.001983747,0.00001094182,0.006486138,0.000698326,0.0002289174,0.000002329772,0.0000419585,0.07131959],"genre_scores_gemma":[0.9585907,0.0002537964,0.0003895223,0.0005890431,0.0009236863,0.00002645468,0.00002343339,0.00001209811,0.03919122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8266802,"threshold_uncertainty_score":0.9991074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05138908683919521,"score_gpt":0.3735599584405409,"score_spread":0.3221708716013457,"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."}}