{"id":"W2182226872","doi":"","title":"Rural surgical services in two Canadian provinces.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rural area; Rural health; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006543504,0.000140614,0.0002373344,0.0001663739,0.0003326644,0.00001354531,0.0002365539,0.0001394482,0.0002496077],"category_scores_gemma":[0.00001741463,0.000126457,0.00003107305,0.0003878454,0.00003571212,0.0001384917,0.00005291978,0.000431935,0.0003119136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097937,"about_ca_system_score_gemma":0.0004133651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9282588,"about_ca_topic_score_gemma":0.9846597,"domain_scores_codex":[0.9971513,0.0002704461,0.0005082976,0.0002171888,0.0002092969,0.001643427],"domain_scores_gemma":[0.99898,0.0001464185,0.0001027402,0.0002247295,0.00006150366,0.0004846134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000354601,0.00002385564,0.9775245,0.000138882,0.000001986706,0.00007673613,0.0002522051,0.00002346466,8.36e-8,0.004221937,0.004406671,0.01329425],"study_design_scores_gemma":[0.0007878745,0.000003175844,0.7031108,0.000079344,0.000002550573,0.000002263909,0.0006904696,0.00004538184,0.000001422949,0.0007771348,0.2943914,0.0001081713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.785279,0.0005288165,1.259374e-7,0.003522765,0.0005552106,0.001781691,0.00002185038,0.00009511264,0.2082154],"genre_scores_gemma":[0.9879808,0.00001889101,0.00002987156,0.001123696,0.0005833977,0.002300088,0.00005285963,0.00001960076,0.00789084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2899848,"threshold_uncertainty_score":0.5156767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134208543985201,"score_gpt":0.3556996560824439,"score_spread":0.3343575706425919,"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."}}