{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00385594,0.001069475,0.0007183726,0.001305343,0.00261365,0.006708596,0.001598672,0.004730001,0.3563861],"category_scores_gemma":[0.004043003,0.0003007113,0.001000988,0.0007186308,0.0009701859,0.002016959,0.005318359,0.003811898,0.1866658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274718,"about_ca_system_score_gemma":0.00585594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327038,"about_ca_topic_score_gemma":0.008488421,"domain_scores_codex":[0.997525,0.0003641626,0.00007919373,0.0002947324,0.0009256402,0.000811291],"domain_scores_gemma":[0.9957754,0.0001419085,0.0001050123,0.0001961438,0.001218161,0.00256332],"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":[0.0001168186,0.00007828033,0.0002867601,0.0001110232,0.000009265613,0.0000588818,0.00002717594,0.00004555678,0.0002282684,0.003227876,0.9664167,0.02939336],"study_design_scores_gemma":[0.00001762903,0.00002678304,0.0007660384,0.000102055,0.000003615972,0.00002627941,0.00007239079,0.00004049235,0.0001033643,0.0005984841,0.9982378,0.000005071475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003470682,0.008866317,0.001378399,0.06375326,0.2526665,0.0002663423,0.001791547,0.0004927662,0.6673142],"genre_scores_gemma":[0.007650153,0.001586435,0.0003877203,0.008777269,0.008753662,0.0001372576,0.0007493201,0.0001861859,0.9717721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3563861,"threshold_uncertainty_score":0.9180372,"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."}}