{"id":"W2129386554","doi":"10.1186/1756-0500-1-96","title":"Consultation patterns and clinical correlates of consultation in a tertiary care setting.","year":2008,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Fondation pour la Recherche Médicale; Government of Canada","keywords":"Subspecialty; Medicine; Medical diagnosis; Family medicine; Health care; Emergency medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005657783,0.0001817658,0.0002292635,0.001014373,0.0005005673,0.0006857282,0.0003823313,0.0005243687,0.004465114],"category_scores_gemma":[0.006340411,0.0001889967,0.0002238121,0.001652736,0.0003842075,0.0004493356,0.0007556313,0.0007224879,0.0003661828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012031,"about_ca_system_score_gemma":0.0007945524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301756,"about_ca_topic_score_gemma":0.01411483,"domain_scores_codex":[0.99906,0.0002407859,0.0001607223,0.0001244806,0.0001919365,0.0002219574],"domain_scores_gemma":[0.9920067,0.00165149,0.004206708,0.0001177344,0.000513859,0.001503473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004611372,0.00002735926,0.9989495,0.00001251046,0.00001022969,0.0001648293,0.00008944229,0.00002414156,0.00006493626,0.000005060659,0.0001355894,0.0004703362],"study_design_scores_gemma":[0.000004693869,0.00005818521,0.9986071,0.00001120765,0.000005339173,0.000622105,0.0004605982,0.0001355697,0.00002611937,0.00000768322,0.00005837006,0.000003042141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988639,0.000182083,0.00002439559,0.0001124524,0.000003638562,0.000008478067,0.0002916037,0.000004486627,0.0005089781],"genre_scores_gemma":[0.9997339,0.00004164356,0.00002393752,0.00002524131,0.00000719441,0.000004016209,0.0001323063,0.000001163991,0.00003063656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01301756,"threshold_uncertainty_score":0.02588362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211992191649699,"score_gpt":0.4063725825877472,"score_spread":0.2851733634227773,"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."}}