{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001473022,0.0002170077,0.00081847,0.0003027915,0.0001690168,0.000005553577,0.0001672085,0.0003128416,0.001024773],"category_scores_gemma":[0.001125488,0.0001369372,0.0001818883,0.0006076821,0.001585835,0.0001123101,0.00007413357,0.001098781,0.000023105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101811,"about_ca_system_score_gemma":0.0003066841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002033727,"about_ca_topic_score_gemma":0.000004953134,"domain_scores_codex":[0.9962842,0.0001462322,0.001064961,0.0002515285,0.001915378,0.0003376997],"domain_scores_gemma":[0.9961613,0.0001804637,0.0004507763,0.0002710242,0.002096062,0.0008403697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001123228,0.002494984,0.0002891873,0.001038887,0.001413156,0.01231225,0.001166639,0.000004448108,0.2123519,0.05801886,0.1555619,0.5542246],"study_design_scores_gemma":[0.01165556,0.003341848,0.00948428,0.003244988,0.0007648186,0.01249619,0.002289801,0.000292984,0.007760262,0.00848869,0.9398782,0.0003023825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05412953,0.002537492,0.001484461,0.9223633,0.003984752,0.0002964996,0.0001960504,0.00007438479,0.01493356],"genre_scores_gemma":[0.9795573,0.002648208,0.00222934,0.01240243,0.001587533,0.000001466452,0.00005846949,0.00003143401,0.001483764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9254279,"threshold_uncertainty_score":0.9998884,"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."}}