{"id":"W4238635055","doi":"10.26443/mjm.v19i1.874","title":"Abstracts from OSMERC on March 25, 2021","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Virology","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007540316,0.0001450969,0.0005918273,0.0003375342,0.0001604548,0.0001597298,0.001754207,0.0001470468,0.007116388],"category_scores_gemma":[0.0269448,0.00008455577,0.0001300016,0.0008151348,0.000114685,0.0007905411,0.0001752012,0.001114803,0.0002945738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000687843,"about_ca_system_score_gemma":0.0001489931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009171086,"about_ca_topic_score_gemma":0.00001689433,"domain_scores_codex":[0.9941093,0.0003495167,0.00146449,0.0003256322,0.003499152,0.0002519408],"domain_scores_gemma":[0.9937311,0.003308124,0.0009399323,0.0004758578,0.001163744,0.0003812896],"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":[0.00009763282,0.00007455978,0.001610107,0.000001836886,0.00005541715,0.001234942,0.0001810868,0.0001105587,0.002902542,0.0004571309,0.7555285,0.2377457],"study_design_scores_gemma":[0.001723962,0.0002105102,0.04795494,0.000365115,0.0000393559,0.0002949358,0.001665125,0.00004074723,0.002609578,0.023387,0.9215841,0.000124676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4760624,0.003163088,0.0004793503,0.3276521,0.007390957,0.00009487576,0.00008679304,0.00001316462,0.1850572],"genre_scores_gemma":[0.9787241,0.0004117655,0.0005969031,0.01277158,0.002508908,4.889818e-7,0.000006463054,0.00001330133,0.0049665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5026616,"threshold_uncertainty_score":0.9937912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1431331974778452,"score_gpt":0.4270755149007414,"score_spread":0.2839423174228962,"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."}}