{"id":"W6921106763","doi":"10.6084/m9.figshare.23432495","title":"Concizumab: First Approval","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Informed consent; Drug; Drug approval; Conflict of interest; Expanded access; Drug development","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001354509,0.0002529657,0.0002369131,0.0001785161,0.0001102292,0.00008014996,0.0003415752,0.0002887018,0.8514366],"category_scores_gemma":[0.0001493812,0.0002464534,0.0000819051,0.00002429603,0.00004696691,0.0000376719,0.0001640815,0.0002982622,0.08553732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005288229,"about_ca_system_score_gemma":0.00001447848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008133244,"about_ca_topic_score_gemma":0.00253827,"domain_scores_codex":[0.9990982,0.000007434751,0.0001304653,0.000337475,0.0001528345,0.0002735357],"domain_scores_gemma":[0.9993449,0.00005323302,0.0001671917,0.0003883284,0.000007233649,0.00003909803],"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":[7.15767e-7,0.000007453662,0.000002286715,0.0001387422,0.00004418373,0.00004834919,0.000352326,3.903964e-7,6.706471e-8,0.001617616,0.9972208,0.000567103],"study_design_scores_gemma":[0.0001162981,0.0000188452,0.00001651553,0.001819854,0.00001189541,0.000002112606,0.0001637423,0.000006639762,0.000001825495,0.00002246044,0.9975298,0.0002899789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.703616e-7,0.0005603853,4.483662e-8,0.00005687083,0.0002457778,0.0002020043,0.3208438,0.002989351,0.6751013],"genre_scores_gemma":[0.0001489788,0.00000965671,0.00001058352,0.00009340138,0.001251734,0.0002740381,0.06477569,0.001117342,0.9323186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7658993,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06255278842522413,"score_gpt":0.2169172783027562,"score_spread":0.1543644898775321,"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."}}