{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001987384,0.00005894857,0.0001101986,0.00001369148,0.0001296949,0.00000502208,0.00007231521,0.00001966428,0.001710028],"category_scores_gemma":[0.0002194968,0.00002658968,0.00003893543,0.00008124634,0.0002664949,0.000006952886,0.00004297193,0.0000931899,0.001100432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001680521,"about_ca_system_score_gemma":0.00003316739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001082538,"about_ca_topic_score_gemma":0.000001585627,"domain_scores_codex":[0.9995658,0.00003258006,0.0000642041,0.00008920563,0.0001004899,0.0001477467],"domain_scores_gemma":[0.999617,0.0001136654,0.00001694386,0.0001357023,0.00003825424,0.0000784684],"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":[0.0003918759,0.0006018796,0.004550031,0.00005198994,0.0002969897,0.00002748325,0.003436819,5.936378e-8,0.0830387,0.002508883,0.8821144,0.02298095],"study_design_scores_gemma":[0.0007608285,0.0007038019,0.06875853,0.00002751994,0.0001461407,0.00005341942,0.0004538536,0.0000241966,0.06261023,0.0005290605,0.8658255,0.0001069576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9109012,0.0003031446,0.00001039438,0.05221215,0.0004561087,0.000192628,7.370901e-7,0.00004883145,0.03587477],"genre_scores_gemma":[0.9845127,0.00002229154,0.000121798,0.01066619,0.00117213,0.00002053013,4.087027e-7,0.000005523745,0.003478429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07361145,"threshold_uncertainty_score":0.9996773,"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."}}