{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001587001,0.00031328,0.0003877996,0.003544406,0.001957311,0.001278694,0.001781354,0.0003883466,0.001667198],"category_scores_gemma":[0.0103426,0.0003172377,0.0005965254,0.007785503,0.0006875303,0.0006905602,0.001086519,0.000609707,0.0001423056],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04810607,"about_ca_system_score_gemma":0.05435338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9941882,"about_ca_topic_score_gemma":0.9966973,"domain_scores_codex":[0.996608,0.0001679545,0.0001840403,0.0003667858,0.001745266,0.0009279644],"domain_scores_gemma":[0.9885052,0.0004854762,0.002374279,0.000282017,0.006678094,0.001674899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007543754,0.00002382799,0.977784,0.0001239592,0.000139304,0.00006687998,0.001027755,0.0007200573,0.0002541459,0.0001941305,0.004087438,0.0155031],"study_design_scores_gemma":[0.000002623293,0.000008260066,0.9982153,0.00002536963,0.000009301899,0.00002719493,0.0003852749,0.0001420663,0.00003188161,0.000008217873,0.001138316,0.000006121325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572403,0.003057383,0.0004376899,0.001804123,0.00003653179,0.0001016058,0.02788771,0.0001049926,0.009329659],"genre_scores_gemma":[0.9928741,0.0007945662,0.0005279593,0.0001744409,0.000009924464,0.00002814903,0.004870716,0.000008151855,0.0007118921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9941882,"threshold_uncertainty_score":0.3490356,"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."}}