{"id":"W4392117778","doi":"10.15173/m.v1i32.1677","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":"McMaster University","funders":"","keywords":"Peer review; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007732181,0.0006690823,0.0005754599,0.002459317,0.001147732,0.003215138,0.0004983256,0.001425161,0.2655749],"category_scores_gemma":[0.004370367,0.0002236397,0.0003177811,0.001683588,0.0005833165,0.001159256,0.001709513,0.001924645,0.1451419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243893,"about_ca_system_score_gemma":0.001911379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005246374,"about_ca_topic_score_gemma":0.01077659,"domain_scores_codex":[0.9994826,0.00006919978,0.00005591669,0.0000745557,0.0001749148,0.000142806],"domain_scores_gemma":[0.9981411,0.0003038051,0.0002486132,0.0002599336,0.0004858006,0.0005608166],"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":[0.0006270277,0.0001026128,0.004018269,0.0005636765,0.00002594344,0.0004039082,0.0001590303,0.0000509514,0.002232698,0.01369126,0.7909124,0.1872122],"study_design_scores_gemma":[0.0000328801,0.00004980287,0.009975019,0.0001099509,0.000007351496,0.0002091862,0.0000645264,0.00003365643,0.0004873687,0.00080122,0.9882219,0.000006984333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01101161,0.01071722,0.0004783351,0.02600495,0.01281527,0.0002076037,0.02398294,0.001378254,0.9134039],"genre_scores_gemma":[0.04006242,0.005534586,0.0006748764,0.004131943,0.003382232,0.0001196857,0.01239072,0.0003314838,0.933372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7344251,"threshold_uncertainty_score":0.8884364,"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."}}