{"id":"W4392108111","doi":"10.15173/m.v1i27.1158","title":"Medbulletin","year":2016,"lang":"en","type":"article","venue":"The Meducator","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001070015,0.0006594845,0.0006922405,0.002606333,0.001216649,0.002651183,0.0004834819,0.001481332,0.1374801],"category_scores_gemma":[0.005565783,0.000217358,0.0002806297,0.001602032,0.0006455428,0.0008621296,0.001885305,0.001678212,0.06021302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179968,"about_ca_system_score_gemma":0.002420739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00863347,"about_ca_topic_score_gemma":0.01213297,"domain_scores_codex":[0.9992831,0.0001285478,0.00008325373,0.00005843794,0.0002553073,0.0001913608],"domain_scores_gemma":[0.9974132,0.0005714806,0.0003767455,0.0002638732,0.0005457573,0.0008289582],"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":[0.0008105382,0.0001866219,0.009603405,0.0007181696,0.00004541578,0.0006403705,0.0003043051,0.00006448534,0.001392119,0.01032425,0.8522481,0.1236621],"study_design_scores_gemma":[0.00009610022,0.000109705,0.03455783,0.0002487219,0.00002499665,0.0003366415,0.0002296024,0.00006025757,0.0006457549,0.001463034,0.9622139,0.00001347995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03242084,0.03049823,0.0004346585,0.09993458,0.01284097,0.0003275825,0.04635847,0.001011729,0.7761729],"genre_scores_gemma":[0.2100297,0.03324643,0.001334766,0.01168648,0.01257318,0.0003465273,0.03302722,0.0005352852,0.6972204],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1374801,"threshold_uncertainty_score":0.4599166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168751709812881,"score_gpt":0.309660470588074,"score_spread":0.2879729534899452,"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."}}