{"id":"W4248749301","doi":"10.1142/s0219030314000251","title":"BIOBOARD","year":2014,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immune system; Poliomyelitis; Medicine; Immunology; Political science; Biology; Virology","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":[0.00103005,0.0009563208,0.0004992057,0.00131676,0.00163535,0.004519213,0.001190149,0.002195704,0.8083382],"category_scores_gemma":[0.002788382,0.0004817292,0.0005354265,0.001003738,0.0005002822,0.003311681,0.002818415,0.002037412,0.6194139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009139511,"about_ca_system_score_gemma":0.001772558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00285335,"about_ca_topic_score_gemma":0.005400322,"domain_scores_codex":[0.9991314,0.00009483864,0.00004563976,0.0001635357,0.0004525474,0.0001121033],"domain_scores_gemma":[0.9979013,0.0002208816,0.00007686805,0.0003464003,0.000864048,0.0005906048],"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":[0.0000636334,0.00004527732,0.0002098276,0.0001449816,0.000004872513,0.0001059692,0.0001135308,0.00006837461,0.001111318,0.008197685,0.810587,0.1793476],"study_design_scores_gemma":[0.000002471177,0.000006770472,0.0001143072,0.00001735593,8.346488e-7,0.00002922632,0.00002608519,0.00002008487,0.000100658,0.00036065,0.9993196,0.000001917658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005487984,0.0009640267,0.001779345,0.00387655,0.004403026,0.0001551017,0.001798187,0.001623958,0.9848511],"genre_scores_gemma":[0.001981461,0.0005411989,0.0007196032,0.001432698,0.0002826451,0.00005508184,0.001119941,0.0003581686,0.9935092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1916618,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889970410906686,"score_gpt":0.2918991370799777,"score_spread":0.2729994329709108,"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."}}