{"id":"W4311632363","doi":"10.36834/cmej.75863","title":"Hometown medicine: a northern experience","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"History of Medical Practice","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture Food and Rural Development; University of Alberta","funders":"","keywords":"Computer science; Data science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00167143,0.0001330563,0.0002578546,0.0005347538,0.0009028176,0.00001731095,0.0004134914,0.0001008885,0.3930248],"category_scores_gemma":[0.0424259,0.0001192459,0.00007705375,0.0005402092,0.0004106568,0.000127714,0.00003209556,0.002164495,0.0001861055],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002029942,"about_ca_system_score_gemma":0.08711352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153211,"about_ca_topic_score_gemma":0.01088302,"domain_scores_codex":[0.9964063,0.000253889,0.0004627916,0.0002352339,0.002205201,0.0004365396],"domain_scores_gemma":[0.9829355,0.0001284392,0.0001695906,0.0002938339,0.0002991839,0.01617341],"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":[0.00004566613,0.0002237489,0.002817216,0.00001608499,0.00003335643,0.001021407,0.007828554,0.000001811505,0.00003412292,0.0002549172,0.8182204,0.1695027],"study_design_scores_gemma":[0.0007262989,0.0002401721,0.002363612,0.00006974629,0.00004013475,0.01551248,0.01053791,0.00005337941,0.000001142673,0.00009546074,0.9702445,0.0001151528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2389444,0.004174499,0.0001041366,0.6692378,0.01053002,0.0003572952,0.000004730796,0.00005628373,0.07659086],"genre_scores_gemma":[0.759426,0.0001024088,0.0003445693,0.2264987,0.003212548,0.00008715232,0.00002461877,0.00003874679,0.01026519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5204816,"threshold_uncertainty_score":0.9950502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728683247116227,"score_gpt":0.3232187466200434,"score_spread":0.3059319141488811,"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."}}