{"id":"W3127346596","doi":"10.26443/mjm.v7i1.388","title":"Fourteenth European Students Conference","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001988603,0.0001703798,0.000632101,0.0002253584,0.00009802482,0.000009707081,0.0005333775,0.00003870809,0.000913644],"category_scores_gemma":[0.001751261,0.0001017334,0.0001027953,0.0004600392,0.0003608163,0.0001159469,0.00009980833,0.0006065792,0.00008720818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000555639,"about_ca_system_score_gemma":0.0001106789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009988223,"about_ca_topic_score_gemma":8.310026e-7,"domain_scores_codex":[0.9964315,0.0001539029,0.0007064457,0.0002122717,0.00215451,0.0003414052],"domain_scores_gemma":[0.9974031,0.00009307468,0.0003182827,0.0002039307,0.0006952786,0.001286372],"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":[0.003641037,0.001006855,0.07692489,0.000663142,0.0008099136,0.02060555,0.008549946,0.00001307293,0.2158673,0.001126389,0.437741,0.2330509],"study_design_scores_gemma":[0.03768618,0.02055854,0.1941788,0.003359873,0.000822969,0.004783954,0.006887909,0.0003046606,0.004325787,0.0001504992,0.7265564,0.0003844888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5959058,0.002166222,0.002054143,0.2917225,0.001613445,0.0006414289,0.00001000176,0.0000830924,0.1058034],"genre_scores_gemma":[0.9693765,0.0009649025,0.0003178065,0.02671657,0.001928163,5.983178e-7,0.000002597273,0.00002215304,0.0006707305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3734707,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584790262531075,"score_gpt":0.3927996108247694,"score_spread":0.2343205845716619,"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."}}