{"id":"W4389303711","doi":"10.1503/cmaj.230472","title":"The work I do","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Chronic disease; Nursing; Medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004414931,0.001354522,0.00112712,0.001871738,0.01153995,0.01670563,0.002017112,0.004031951,0.151028],"category_scores_gemma":[0.03045179,0.0006321866,0.0009655208,0.001045247,0.0071488,0.007154133,0.01513005,0.008441088,0.2012594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003352273,"about_ca_system_score_gemma":0.0149037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009215185,"about_ca_topic_score_gemma":0.01653091,"domain_scores_codex":[0.9880599,0.003079124,0.0002414193,0.001311545,0.004698503,0.002609416],"domain_scores_gemma":[0.9381443,0.002185229,0.002247944,0.003229598,0.01150758,0.04268542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001448576,0.0001256514,0.001267138,0.0001127954,0.00001323578,0.00007160453,0.003514627,0.00002261312,0.0001806613,0.003729961,0.9328329,0.05811422],"study_design_scores_gemma":[0.000011753,0.00006574874,0.001288656,0.0004086709,0.000009117229,0.0002729598,0.006047981,0.00001155741,0.00005055651,0.002582194,0.9892306,0.0000202329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006356771,0.01241217,0.004371626,0.3108727,0.0519142,0.000387144,0.0008366749,0.00158684,0.6112618],"genre_scores_gemma":[0.05057443,0.01225796,0.004741512,0.1837308,0.01256719,0.0005567445,0.001148867,0.0009776092,0.7334448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.151028,"threshold_uncertainty_score":0.505239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02960761126929119,"score_gpt":0.388234878521939,"score_spread":0.3586272672526478,"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."}}