{"id":"W4249248826","doi":"10.1002/joa3.12274","title":"Basic Science","year":2019,"lang":"en","type":"article","venue":"Journal of Arrhythmia","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000454515,0.00008188728,0.0003209812,0.0002234728,0.00005197163,0.00001216456,0.00007983993,0.00004785245,0.0003972639],"category_scores_gemma":[0.0001220492,0.00005900765,0.0001994527,0.0003278313,0.0001537382,0.0002033822,0.00002660967,0.0003477651,0.0004888362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008346186,"about_ca_system_score_gemma":0.0005287433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.226797e-7,"about_ca_topic_score_gemma":4.343279e-8,"domain_scores_codex":[0.9990199,0.00001819325,0.000262423,0.0001182427,0.0003524324,0.0002288067],"domain_scores_gemma":[0.9991102,0.00004578265,0.0001875816,0.0002095904,0.0002980274,0.0001488019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001511358,0.00006250209,0.009101995,0.00007296729,0.000173258,0.003314292,0.000285198,0.0004136977,0.9544525,0.00225939,0.003552262,0.02480064],"study_design_scores_gemma":[0.009619731,0.007780719,0.5482799,0.0007686489,0.0004132474,0.1287116,0.0002917567,0.0006383953,0.1789883,0.002669988,0.1211931,0.0006447261],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984889,0.000346579,0.00003354191,0.001525352,0.0008077021,0.00008472043,4.044301e-7,0.000008682924,0.012304],"genre_scores_gemma":[0.9959599,0.0000547571,0.0006167986,0.0005041455,0.001377664,3.76566e-7,2.171341e-7,0.000008782763,0.001477333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7754642,"threshold_uncertainty_score":0.6283163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005789148821125367,"score_gpt":0.2549248657244439,"score_spread":0.2491357169033185,"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."}}