{"id":"W2948843427","doi":"10.35259/isi.sact.2016_28420","title":"Avaliação do contexto regulatório para registro sanitário de anticorpos monoclonais para uso terapêutico","year":2016,"lang":"pt","type":"article","venue":"","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Computer science; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005162038,0.0007724307,0.001084992,0.0002878997,0.001453361,0.0007006523,0.001901492,0.0009586487,0.008707725],"category_scores_gemma":[0.002273768,0.0005899682,0.0004316927,0.001014925,0.001762052,0.001197878,0.000354138,0.0005664459,0.003470369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560137,"about_ca_system_score_gemma":0.003183522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006639563,"about_ca_topic_score_gemma":0.004038551,"domain_scores_codex":[0.9902248,0.002151523,0.001620619,0.001473783,0.001380684,0.003148575],"domain_scores_gemma":[0.9930332,0.001871412,0.0008359359,0.001723025,0.0005292685,0.002007216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004771635,0.0008741132,0.07791312,0.0002383375,0.000387947,0.0001943961,0.03093905,0.000002159813,0.004098102,0.1205298,0.5240353,0.2403105],"study_design_scores_gemma":[0.002674732,0.0005215289,0.06017388,0.0005494891,0.0001227168,0.00006147083,0.005634229,0.0002929317,0.0007393553,0.01245053,0.9152931,0.001486068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.356835,0.004399254,0.03446404,0.3397111,0.008583022,0.00548881,0.0003634956,0.001901818,0.2482535],"genre_scores_gemma":[0.8329365,0.001221576,0.002280027,0.004661318,0.001132171,0.0001110309,0.000005987484,0.00009775149,0.1575537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4761015,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1660316865798569,"score_gpt":0.4228963416923386,"score_spread":0.2568646551124817,"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."}}