{"id":"W4255557882","doi":"10.1142/s0219030315000609","title":"BIOBOARD","year":2015,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interim; Clinical trial; Family medicine; Geography; Internal medicine","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":[0.0003671206,0.0001442628,0.0002391993,0.0001443848,0.00005242845,0.00002527396,0.00009213335,0.0005786457,0.0001093329],"category_scores_gemma":[0.00008740775,0.0001041734,0.00009457071,0.0004348608,0.0004535998,0.00005348482,0.00004376446,0.0004427767,0.0004406277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007837727,"about_ca_system_score_gemma":0.000245041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001021843,"about_ca_topic_score_gemma":0.00001249566,"domain_scores_codex":[0.9986778,0.00003466237,0.0002537557,0.0002896075,0.0004832048,0.0002609848],"domain_scores_gemma":[0.9988973,0.00001828503,0.00006537153,0.0004176694,0.0001256882,0.0004756714],"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":[0.0003802016,0.0005455139,0.002050377,0.0001467525,0.0001417674,0.0001549347,0.001332638,0.000002531845,0.0722044,0.01885393,0.3212108,0.5829761],"study_design_scores_gemma":[0.001492428,0.0004080282,0.001523906,0.00007053195,0.00004989918,0.0001261114,0.001642812,0.0004131826,0.01582991,0.004305937,0.9739386,0.0001986935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05483945,0.002837039,0.01290881,0.5674441,0.003473582,0.001479958,0.00002861847,0.001076692,0.3559118],"genre_scores_gemma":[0.9857234,0.0001386175,0.005888987,0.0008852796,0.0005381552,0.000008268493,0.00006526168,0.0000282972,0.006723753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9308839,"threshold_uncertainty_score":0.5663524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05337966850550546,"score_gpt":0.3063035354391325,"score_spread":0.252923866933627,"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."}}