{"id":"W3162272062","doi":"10.46747/cfp.6705e121","title":"Workload and patterns of care in the Timmins Family Health Team in Ontario","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Island Health","funders":"","keywords":"Medicine; Workload; Retrospective cohort study; Emergency department; Heart failure; Emergency medicine; Pediatrics; Internal medicine; Nursing; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003115392,0.0001232874,0.0002793107,0.000132991,0.0002595871,0.00001579089,0.0001575228,0.00009489597,0.000009338207],"category_scores_gemma":[0.00001337769,0.0001098563,0.00003032682,0.0002889891,0.00002746383,0.00009900002,0.00002327527,0.0007933039,0.00002044138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007631892,"about_ca_system_score_gemma":0.003984128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.878791,"about_ca_topic_score_gemma":0.99734,"domain_scores_codex":[0.9982601,0.0005106414,0.0003251955,0.0002368604,0.0001356377,0.0005315698],"domain_scores_gemma":[0.999109,0.0002062327,0.0001310745,0.0003140426,0.00006147572,0.0001781673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006850976,0.0001392971,0.7045009,0.000591734,0.00002408264,0.0001759697,0.136527,0.00002289756,0.0001832606,0.001282865,0.02545839,0.1310252],"study_design_scores_gemma":[0.000331697,0.00005423496,0.7018905,0.0007522177,0.000005508856,2.682442e-7,0.102926,0.000002976428,0.000001932539,0.0001040602,0.1938474,0.00008311688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8713275,0.004284057,0.000001064021,0.003208747,0.0003622896,0.0003726644,0.00007790459,0.000005664974,0.1203601],"genre_scores_gemma":[0.9204168,0.0002211966,0.00003356377,0.07865762,0.00008024592,0.00002531651,0.00006126308,0.00001573104,0.00048825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.168389,"threshold_uncertainty_score":0.7067671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970143811511726,"score_gpt":0.3421491713581039,"score_spread":0.3024477332429866,"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."}}