{"id":"W3092243224","doi":"10.1158/1078-0432.ccr-20-3292","title":"Project Orbis: Global Collaborative Review Program","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Confidentiality; Center of excellence; Regulatory science; Marketing authorization; Global health; Program evaluation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002785109,0.00009821283,0.0004457447,0.00002412882,0.00009504018,0.00002630497,0.0001697731,0.000267056,0.0004547774],"category_scores_gemma":[0.00275167,0.00006477165,0.0001326047,0.002222946,0.001579678,0.00003733204,0.0001456052,0.00123326,0.0001185834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199336,"about_ca_system_score_gemma":0.003051576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001239396,"about_ca_topic_score_gemma":0.00004407068,"domain_scores_codex":[0.996891,0.0005732576,0.0005461356,0.0004536655,0.001177148,0.0003587743],"domain_scores_gemma":[0.9976795,0.0002561975,0.00006986081,0.0002342759,0.001218393,0.0005417241],"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":[0.0007053813,0.0004264037,0.004995315,0.003151304,0.0001098237,0.00006442523,0.00008503324,1.145494e-7,0.00002903154,0.001386798,0.3097599,0.6792864],"study_design_scores_gemma":[0.001438837,0.002791146,0.01408375,0.002381552,0.00006746962,0.000003669117,0.00007882188,0.0003667851,0.00001833669,0.0004555521,0.9782094,0.0001047081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008925905,0.08761716,0.00004580312,0.8830042,0.0003607001,0.006174699,0.00008393121,0.0002148298,0.0135728],"genre_scores_gemma":[0.4991352,0.4108294,0.004707359,0.07388536,0.006956863,0.002394872,0.0002116687,0.00008030231,0.001799033],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8091188,"threshold_uncertainty_score":0.5820388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6066273559795285,"score_gpt":0.7039953562276421,"score_spread":0.09736800024811354,"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."}}