{"id":"W4246320768","doi":"10.26443/mjm.v19i1.891","title":"21st Annual McGill Biomedical Graduate Conference (AMBGC)","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Library science; Medical education; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003630759,0.001106738,0.0008161394,0.001220449,0.004731671,0.004944517,0.002472789,0.009261391,0.4149584],"category_scores_gemma":[0.00793668,0.0004752195,0.0007894686,0.0005976047,0.001431765,0.001251986,0.00511134,0.004484117,0.1481791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008000576,"about_ca_system_score_gemma":0.02539036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06340773,"about_ca_topic_score_gemma":0.2529461,"domain_scores_codex":[0.9962491,0.0005128413,0.0001045862,0.00034278,0.00136262,0.001427996],"domain_scores_gemma":[0.9914937,0.0003434082,0.0002374322,0.00022772,0.002298451,0.005399311],"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":[0.00009853012,0.00002831515,0.0002299869,0.00005851004,0.000003476479,0.0000619917,0.00001945468,0.00002011854,0.0002022252,0.0005963324,0.9886597,0.0100214],"study_design_scores_gemma":[0.00003545967,0.00002878236,0.003383625,0.0001295355,0.000003090838,0.00003233808,0.00009602258,0.00004052952,0.0001067596,0.0002957978,0.9958363,0.00001169885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007112167,0.01197579,0.0006979319,0.2151731,0.1472206,0.0009463222,0.007430538,0.0007988642,0.6086447],"genre_scores_gemma":[0.008036346,0.00127055,0.0004407743,0.02316256,0.005809423,0.000356115,0.001341108,0.0001621041,0.959421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5850416,"threshold_uncertainty_score":0.8344908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009268420598647,"score_gpt":0.3467347633955337,"score_spread":0.245807921335669,"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."}}