{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002941091,0.0009059695,0.00105104,0.002488904,0.002406787,0.003970938,0.0008561576,0.00398381,0.06268714],"category_scores_gemma":[0.02176519,0.0004532425,0.0004456749,0.001233238,0.00149766,0.001470463,0.003535483,0.003808744,0.03688062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013907,"about_ca_system_score_gemma":0.003190431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932224,"about_ca_topic_score_gemma":0.003315568,"domain_scores_codex":[0.9973875,0.0004501429,0.000335718,0.0002444607,0.0009505213,0.000631746],"domain_scores_gemma":[0.9900466,0.001656697,0.001595977,0.000828679,0.003499711,0.002372375],"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":[0.0002189949,0.00002599229,0.0007256449,0.0001828431,0.0000141519,0.0003661492,0.0001084827,0.00002704377,0.0006788797,0.001907186,0.959204,0.03654063],"study_design_scores_gemma":[0.00002288163,0.00002284249,0.0012566,0.00009868979,0.000007212691,0.0001973386,0.0001168282,0.00003431606,0.0002458028,0.0004567066,0.99753,0.00001087307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008542518,0.02818872,0.00101128,0.4358665,0.3917674,0.0002116145,0.001978691,0.0008495288,0.1315838],"genre_scores_gemma":[0.05017056,0.01012918,0.001210421,0.08245032,0.1449972,0.0002709988,0.001921955,0.0006107789,0.7082387],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9373128,"threshold_uncertainty_score":0.2097094,"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."}}