{"id":"W4238522445","doi":"10.1142/s0219030314000020","title":"BIOBOARD","year":2014,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Disease; Medicine; Pathology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0008586138,0.001655243,0.0007447177,0.002026159,0.001683336,0.004108757,0.001581545,0.002628342,0.6830803],"category_scores_gemma":[0.001981937,0.0006734109,0.0009158987,0.001279371,0.0005443899,0.002891663,0.00251737,0.002249883,0.4865386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009648298,"about_ca_system_score_gemma":0.001505055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063677,"about_ca_topic_score_gemma":0.003086608,"domain_scores_codex":[0.9987975,0.0000912817,0.00005863211,0.0002495421,0.0006646065,0.0001384454],"domain_scores_gemma":[0.9987974,0.0001140427,0.0000635429,0.0001913617,0.0005773766,0.0002562132],"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":[0.0002661258,0.0001152016,0.0003960408,0.0004736491,0.00001917222,0.0003115735,0.0001059632,0.0002342365,0.01031986,0.0126469,0.6974652,0.2776461],"study_design_scores_gemma":[0.000009713828,0.00002793998,0.0001440396,0.00003075209,0.000003568484,0.00009022171,0.00002767201,0.00005726949,0.001273887,0.0005949122,0.9977344,0.00000554499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001692089,0.003987906,0.005451216,0.004543729,0.006926582,0.0003447327,0.005097687,0.00295165,0.9690045],"genre_scores_gemma":[0.006951149,0.002603144,0.00277443,0.002087036,0.0005280946,0.0001339575,0.005415349,0.0006485736,0.9788582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6830803,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024647752092738,"score_gpt":0.3030174047983857,"score_spread":0.2783696527056477,"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."}}