{"id":"W4214884721","doi":"10.36834/cmej.74104","title":"Primary Heart","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Primary (astronomy); Computer science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002518758,0.0003347132,0.00050929,0.001237578,0.001548849,0.0009193828,0.0005057279,0.0009395459,0.540895],"category_scores_gemma":[0.001938477,0.0001684136,0.0003532136,0.0008543318,0.0002226979,0.000394155,0.0009553964,0.001416602,0.2864797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007585164,"about_ca_system_score_gemma":0.002530706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005074434,"about_ca_topic_score_gemma":0.01613937,"domain_scores_codex":[0.9996402,0.00002858292,0.00001539243,0.00006984891,0.0001156446,0.0001303939],"domain_scores_gemma":[0.9983999,0.00009650832,0.00006337747,0.00008574808,0.000328135,0.001026231],"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":[0.00007446133,0.0001649801,0.00413241,0.0001279699,0.000008869481,0.0004142672,0.00003201708,0.00001099277,0.00023196,0.0009809055,0.935205,0.05861625],"study_design_scores_gemma":[0.0001840898,0.0001104988,0.02267339,0.0003771276,0.00002030442,0.001323855,0.0001155073,0.00005808735,0.00009872176,0.001443378,0.9735804,0.00001462205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005991895,0.003661354,0.0005011094,0.01538494,0.00538896,0.0004090985,0.01331358,0.0005332923,0.9548158],"genre_scores_gemma":[0.04372056,0.004646777,0.0005643013,0.02165072,0.005732645,0.0005587707,0.01129525,0.0002353381,0.9115956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.459105,"threshold_uncertainty_score":0.6548575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007666249905547386,"score_gpt":0.2270437094766332,"score_spread":0.2193774595710858,"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."}}