{"id":"W1991805542","doi":"10.1093/neuonc/nos232","title":"CLIN-ONGOING CLINICAL TRIALS","year":2012,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Clinical trial; Medicine; Medical physics; 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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02370113,0.0001806204,0.001606256,0.00006580281,0.00008431462,0.00001852297,0.0001282813,0.0005369498,0.001029146],"category_scores_gemma":[0.07617128,0.0001391855,0.0005001526,0.0001763656,0.0001584281,0.0002058033,0.0000928738,0.001218792,0.001066545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007141846,"about_ca_system_score_gemma":0.0004716037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008190817,"about_ca_topic_score_gemma":0.000009604431,"domain_scores_codex":[0.9907314,0.005874027,0.002223792,0.0003757827,0.0002581018,0.0005368583],"domain_scores_gemma":[0.9553917,0.04188363,0.001030215,0.0006136645,0.0001989022,0.0008818736],"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":[0.005453533,0.004267992,0.2917914,0.00007040278,0.0003879979,0.0002681304,0.0003132247,8.370168e-7,0.06123146,0.00572735,0.05244097,0.5780467],"study_design_scores_gemma":[0.005914201,0.002046701,0.01606716,0.00001254519,0.0005549937,0.0000793947,0.0001032456,0.00007577344,0.0003517984,0.00005987256,0.9746047,0.0001296562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888102,0.001313757,0.0004100705,0.06134342,0.01022724,0.001441834,0.00002531689,0.000260649,0.03616751],"genre_scores_gemma":[0.9286739,0.0004104883,0.001362841,0.06119392,0.008068624,0.00003390695,0.00001209536,0.00003844022,0.0002058087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9221637,"threshold_uncertainty_score":0.9998841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3913512453651787,"score_gpt":0.5724785342185139,"score_spread":0.1811272888533352,"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."}}