{"id":"W4248785479","doi":"10.1142/s0219030316000835","title":"BIOBOARD","year":2016,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Medicine; Specialty; Government (linguistics); Christian ministry; Political science; Transformative learning; Economic growth; Public relations; Family medicine; Gerontology; Psychology; 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":[0.001155737,0.001354811,0.0006433367,0.001314702,0.001516279,0.005841043,0.001325305,0.002749627,0.7504095],"category_scores_gemma":[0.003531167,0.000457634,0.0007349661,0.001081731,0.0005662406,0.00320727,0.002605296,0.002178527,0.5437391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009509383,"about_ca_system_score_gemma":0.001660515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841923,"about_ca_topic_score_gemma":0.003353068,"domain_scores_codex":[0.9988409,0.0001281055,0.00007754935,0.000230025,0.0005930254,0.0001305238],"domain_scores_gemma":[0.9974006,0.0002857269,0.0001152162,0.0003586576,0.001191918,0.0006477807],"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":[0.00008139568,0.00003701658,0.0002073338,0.0001628897,0.000006171401,0.0001472687,0.00008416185,0.00005186486,0.001239831,0.003746596,0.8684613,0.1257741],"study_design_scores_gemma":[0.000004644713,0.00001283402,0.000140644,0.00002373268,0.000001650916,0.00005736049,0.00003626648,0.00002415309,0.0001848029,0.0002751248,0.9992359,0.000002987451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001091523,0.003709577,0.002581667,0.01146597,0.01517204,0.0002621661,0.004004322,0.003116854,0.9585958],"genre_scores_gemma":[0.003316329,0.001502473,0.000845721,0.00306815,0.001043104,0.0000797203,0.002555971,0.0004674628,0.9871212],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7504095,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472510551240508,"score_gpt":0.2582854118284493,"score_spread":0.2435603063160442,"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."}}