{"id":"W4392117892","doi":"10.15173/m.v1i29.1174","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":"Peer review; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001824395,0.0000582037,0.0001108611,0.00001255372,0.00006529291,0.000002743046,0.00006686469,0.00001833387,0.001423313],"category_scores_gemma":[0.0003086139,0.00001840235,0.00004568892,0.00004823172,0.0001255827,0.000008901192,0.00003705244,0.00005461742,0.0007390954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002422505,"about_ca_system_score_gemma":0.00002984284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000432658,"about_ca_topic_score_gemma":5.168381e-7,"domain_scores_codex":[0.9995698,0.00003467751,0.0000648118,0.00008731766,0.00009900628,0.0001444395],"domain_scores_gemma":[0.999466,0.0002851775,0.00001713779,0.0001308729,0.00001951611,0.00008127311],"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":[0.000317214,0.0004844219,0.007959365,0.00004284273,0.0002659221,0.00003987327,0.0007730955,3.748448e-8,0.4053053,0.003408654,0.4834754,0.09792787],"study_design_scores_gemma":[0.001559825,0.0003307526,0.09769351,0.00007822816,0.000138663,0.00005583915,0.0001873789,0.00000172529,0.082458,0.0009466127,0.8164227,0.0001267371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8183615,0.0003676934,0.00002420186,0.1704632,0.0002655793,0.0001748093,0.000001429573,0.00004598159,0.01029565],"genre_scores_gemma":[0.986861,0.00008621046,0.00005390457,0.00540009,0.000347615,0.00003078387,1.420693e-7,0.000005419427,0.007214841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3329473,"threshold_uncertainty_score":0.9994895,"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."}}