{"id":"W2167045642","doi":"10.1017/s031716710000888x","title":"Access to Spine Care: A Tale of Two Cities","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Referral; Cohort; Limiting; Health care; Public health; Family medicine; Emergency medicine; Medical emergency; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003384011,0.0002311705,0.0005204517,0.00109568,0.006506446,0.0001821851,0.001825352,0.0001744234,0.0003086416],"category_scores_gemma":[0.00313818,0.0001583222,0.0001482518,0.001786108,0.003504338,0.001069877,0.0001003961,0.001233632,0.000005486386],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002808099,"about_ca_system_score_gemma":0.01017867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006031202,"about_ca_topic_score_gemma":0.1426279,"domain_scores_codex":[0.9949698,0.001469079,0.001285148,0.0003763868,0.0006940154,0.001205568],"domain_scores_gemma":[0.9951327,0.0004860188,0.0008236418,0.0001526726,0.001510851,0.001894103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003770596,0.0000144284,0.9666448,0.00001905403,0.000005845796,0.001018968,0.004004598,0.02469851,0.00003468649,0.00124193,0.001141488,0.001138043],"study_design_scores_gemma":[0.001509633,0.1072469,0.8434755,0.0004008127,0.00006285388,0.01461418,0.005731501,0.00399105,0.0002667363,0.008355422,0.0134005,0.0009448935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862906,0.000646641,0.0003400765,0.007134652,0.001235868,0.0003055035,0.00001659559,0.0000142867,0.004015778],"genre_scores_gemma":[0.9840484,0.0003422027,0.008558139,0.006608739,0.0003656636,0.000006712814,5.155485e-7,0.00001034914,0.00005923957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1365967,"threshold_uncertainty_score":0.9992076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266591383234916,"score_gpt":0.4109778953642438,"score_spread":0.2843187570407522,"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."}}