{"id":"W4388904013","doi":"10.1007/s43678-023-00614-y","title":"The CJEM Debate Series. #ExtendedTraining: Would extended family medicine training programs be a win for emergency medicine? Or another barrier in training emergency physicians?","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Training (meteorology); Medical education; Medicine; Medical emergency; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01410415,0.004359338,0.003965005,0.003972617,0.008489095,0.01287022,0.006131972,0.04318568,0.03786564],"category_scores_gemma":[0.06614058,0.001589325,0.003999078,0.002382985,0.00429616,0.009013501,0.002872615,0.03706051,0.02444389],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01048612,"about_ca_system_score_gemma":0.01415276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068763,"about_ca_topic_score_gemma":0.0311913,"domain_scores_codex":[0.9887356,0.001716867,0.001040352,0.001086211,0.00648154,0.0009393295],"domain_scores_gemma":[0.9579169,0.01844889,0.001970272,0.0009771932,0.01378751,0.006899352],"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":[0.00001328383,0.000006278633,0.00001156098,0.00007573097,0.000005028101,0.00002761202,0.000006150455,0.000005256099,0.000006193086,0.000167387,0.9985296,0.001145899],"study_design_scores_gemma":[0.0000929236,0.00001927989,0.0002275939,0.0007670974,0.0000387392,0.0001262787,0.00005644746,0.00006179442,0.00004822901,0.001020372,0.9975156,0.0000256827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002212293,0.003124438,0.0000367771,0.1326529,0.8612051,0.00002474007,0.00006699975,0.00003658135,0.002830297],"genre_scores_gemma":[0.0003525812,0.003336469,0.00008811665,0.1306613,0.8528189,0.00005737125,0.00005609438,0.00005244442,0.01257676],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9895139,"threshold_uncertainty_score":0.1266732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1819728739139416,"score_gpt":0.3894932609196539,"score_spread":0.2075203870057122,"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."}}