{"id":"W4205491630","doi":"10.1142/s0219030313000244","title":"BIOBOARD","year":2013,"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; Family 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":[0.001109581,0.001849772,0.0009050058,0.002653824,0.001930254,0.006488737,0.002224783,0.003017704,0.765072],"category_scores_gemma":[0.003087772,0.000780761,0.001007848,0.002049806,0.0007313552,0.003929263,0.003395494,0.002460862,0.629164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309996,"about_ca_system_score_gemma":0.002266153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002975618,"about_ca_topic_score_gemma":0.00406778,"domain_scores_codex":[0.9982566,0.0001450248,0.00009701619,0.0003723943,0.0009484426,0.0001805836],"domain_scores_gemma":[0.9977322,0.0002409243,0.0001039953,0.0004610767,0.001087469,0.0003744034],"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":[0.0001886714,0.0001001293,0.0003880237,0.0004718807,0.00001585445,0.0003156799,0.0001422132,0.0001885915,0.003370241,0.01465628,0.7500695,0.2300929],"study_design_scores_gemma":[0.000007884943,0.00002012247,0.0001566392,0.00004203196,0.00000316117,0.0001064778,0.00003924286,0.00004523866,0.0004559469,0.0006601536,0.9984578,0.000005352251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009856375,0.002463061,0.003425066,0.003109717,0.003689119,0.0002829622,0.005751915,0.003693771,0.9765987],"genre_scores_gemma":[0.005103692,0.001954167,0.002146947,0.001609402,0.0003984603,0.0001265017,0.005668737,0.001006774,0.9819854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.234928,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721634720965663,"score_gpt":0.2633178198645679,"score_spread":0.2461014726549113,"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."}}