{"id":"W2803745915","doi":"10.29315/gm.v3i3.102","title":"Biossimilares: Velhas Questões, Novos Desafios","year":2018,"lang":"pt","type":"article","venue":"Gazeta Médica","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Philosophy; European union; Medicine; Humanities; Business","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001099178,0.0007118385,0.0009636086,0.0002726828,0.0007693116,0.0001172021,0.001005637,0.001754901,0.02697098],"category_scores_gemma":[0.0005881118,0.0005932181,0.00044255,0.0006750633,0.003141037,0.0001413302,0.0004926969,0.001101863,0.007471316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032299,"about_ca_system_score_gemma":0.000344764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001092419,"about_ca_topic_score_gemma":0.0001231692,"domain_scores_codex":[0.9953426,0.0009038678,0.0009425741,0.001167373,0.0001650785,0.001478535],"domain_scores_gemma":[0.9974717,0.0003587324,0.0003177863,0.001252145,0.0003363944,0.0002632037],"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":[0.001112905,0.001515635,0.002985867,0.0002088179,0.001861543,0.0001347043,0.0009514083,1.384917e-7,0.1051277,0.005011031,0.8035008,0.07758944],"study_design_scores_gemma":[0.001831067,0.001611115,0.005930815,0.0002698843,0.0005857164,0.0001638715,0.0002458992,0.00006081684,0.06419027,0.0005261467,0.9236943,0.0008901174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0971147,0.2046688,0.02995819,0.117795,0.0627491,0.007248648,0.005337029,0.002940039,0.4721885],"genre_scores_gemma":[0.8180551,0.002352325,0.006357,0.01658935,0.002641851,0.00004942143,0.0001482525,0.0001905583,0.1536161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7209404,"threshold_uncertainty_score":0.9996519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400898487029774,"score_gpt":0.3242109080429177,"score_spread":0.2841210593399404,"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."}}