{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001080257,0.001195944,0.0005634452,0.001298424,0.00109751,0.004421009,0.001174791,0.002007608,0.7382519],"category_scores_gemma":[0.002974744,0.0005166723,0.0005368766,0.001212601,0.000440508,0.002967413,0.002552076,0.001335351,0.643096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007057021,"about_ca_system_score_gemma":0.001208313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021897,"about_ca_topic_score_gemma":0.003159827,"domain_scores_codex":[0.9987667,0.000153132,0.00008838763,0.0002409858,0.000642793,0.0001081429],"domain_scores_gemma":[0.9978848,0.000237679,0.0001159529,0.0004875912,0.0009408606,0.0003330475],"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":[0.0001049166,0.00004785868,0.0004387609,0.0001535331,0.000009787656,0.0001417177,0.0001122566,0.0001033854,0.001788408,0.005898188,0.8071377,0.1840635],"study_design_scores_gemma":[0.0000053725,0.0000123355,0.0002099696,0.00001757853,0.000001842005,0.00005159781,0.00002880821,0.00005858475,0.0002968841,0.0003608018,0.9989525,0.000003604773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008566118,0.00077636,0.004252513,0.003091758,0.001952754,0.0001937122,0.00535114,0.005548876,0.9779761],"genre_scores_gemma":[0.00403051,0.0006046671,0.001708359,0.00141957,0.0002499515,0.0000909364,0.005176652,0.001027745,0.9856917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2617481,"threshold_uncertainty_score":0,"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."}}