{"id":"W2981537521","doi":"10.22605/rrh2390","title":"General Practice, as it Was: a GP's life in Canada and rural Wales","year":2013,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"General practice; Medicine; Family medicine; Nursing; Geography; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005690724,0.0002225072,0.0005589638,0.00009453793,0.0007168381,0.00001912705,0.0001075544,0.0001482124,0.0002862558],"category_scores_gemma":[0.0002679161,0.0001658322,0.0000272091,0.0001621953,0.00005066249,0.0003329112,0.0001453046,0.0007967926,0.0001027098],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186616,"about_ca_system_score_gemma":0.01218659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953799,"about_ca_topic_score_gemma":0.9635458,"domain_scores_codex":[0.997065,0.0005789152,0.0008162081,0.0002515281,0.000274869,0.0010135],"domain_scores_gemma":[0.9979099,0.0005929466,0.0003012182,0.000223552,0.0001085519,0.0008638219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002306842,0.00005388721,0.1863563,0.00257472,0.00004748311,0.00005370706,0.006109612,0.000002003659,0.00004401113,0.001743577,0.3667192,0.4360648],"study_design_scores_gemma":[0.001927539,0.0002355905,0.7232635,0.0005135401,0.00001294631,0.00006854191,0.02037985,0.0005867209,9.532122e-7,0.001218511,0.2513936,0.0003986356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6968312,0.004329932,0.000004181433,0.2924562,0.0005558027,0.0009350942,0.00001458291,0.00003346656,0.0048395],"genre_scores_gemma":[0.53706,0.0251804,0.001470565,0.4298685,0.0005730283,0.00003168235,0.00004177395,0.00003773836,0.005736237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5369072,"threshold_uncertainty_score":0.9934134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614051541374299,"score_gpt":0.3747552595620733,"score_spread":0.3486147441483303,"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."}}