{"id":"W4392117757","doi":"10.15173/m.v1i31.1860","title":"Medbulletin","year":2018,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005141329,0.0006661869,0.000542523,0.001976216,0.001011437,0.002849549,0.000564478,0.001542151,0.5068269],"category_scores_gemma":[0.003438547,0.0002625578,0.000246032,0.001519474,0.0004493448,0.001073287,0.001570929,0.001633271,0.4999788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110109,"about_ca_system_score_gemma":0.001177188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004559783,"about_ca_topic_score_gemma":0.007558614,"domain_scores_codex":[0.9995164,0.00006022289,0.00004820997,0.00008502902,0.0001716797,0.0001184632],"domain_scores_gemma":[0.9987174,0.0001992287,0.0001903737,0.000184044,0.0003036815,0.0004052805],"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":[0.0002875375,0.00004541472,0.001403424,0.0003588233,0.00001027896,0.0002190662,0.00006870922,0.00003034675,0.0009689036,0.005727549,0.8408579,0.1500221],"study_design_scores_gemma":[0.00002035402,0.00001731983,0.003487801,0.00006799754,0.000002676686,0.0001115037,0.00002501874,0.00002670622,0.0001737948,0.0004255082,0.9956368,0.000004619385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003846252,0.006649442,0.0003172043,0.02025343,0.006008554,0.0001324311,0.02573318,0.001716141,0.9353433],"genre_scores_gemma":[0.01623345,0.003198288,0.0003077698,0.003218105,0.002171144,0.00009190128,0.007444202,0.0002583572,0.9670768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4931731,"threshold_uncertainty_score":0.7034516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591982044845442,"score_gpt":0.3539341331731723,"score_spread":0.3280143127247179,"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."}}