{"id":"W4385841213","doi":"10.46747/cfp.6908550","title":"Changes in comprehensiveness of services delivered by Canadian family physicians","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Simon Fraser University; University of Manitoba; Ontario Shores Centre for Mental Health Sciences; University of British Columbia; Royal Roads University; University of Ottawa; Institute of Health Services and Policy Research; Manitoba Health; Dalhousie University","funders":"","keywords":"Medicine; Family medicine; Population; Service (business); Descriptive statistics; Workload; Nursing; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002871483,0.0003424285,0.0007571099,0.001013758,0.0006812214,0.00001381395,0.0006043643,0.0003173598,0.00001673153],"category_scores_gemma":[0.000007207193,0.0003939504,0.0001011176,0.001685334,0.00009942988,0.0001817075,0.00007283111,0.0005918374,0.0007471268],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00207932,"about_ca_system_score_gemma":0.005678359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.937242,"about_ca_topic_score_gemma":0.9916202,"domain_scores_codex":[0.9963954,0.0003157435,0.0005728986,0.0004978237,0.0002997591,0.001918372],"domain_scores_gemma":[0.997725,0.0002600155,0.000225159,0.000582099,0.0002988075,0.0009089931],"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":[0.00004087772,0.00005050134,0.02535891,0.001649533,0.0001136778,0.0001354119,0.005044243,0.00006600389,0.01522716,0.001150953,0.9113913,0.03977139],"study_design_scores_gemma":[0.0008503955,0.00005965812,0.3321927,0.0004244823,0.0000238377,5.363774e-8,0.01856948,0.0001469506,0.00007741401,0.000302957,0.6469106,0.0004414503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8080771,0.001219439,0.000001444149,0.01257526,0.001631443,0.001427276,0.004143307,0.0001718669,0.1707529],"genre_scores_gemma":[0.4815405,0.0004392892,0.00001630993,0.5156856,0.0002981672,0.0001591483,0.001000515,0.00008577418,0.000774722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5031103,"threshold_uncertainty_score":0.9999585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04211020659308443,"score_gpt":0.3330523325460345,"score_spread":0.29094212595295,"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."}}