{"id":"W2146549459","doi":"10.1017/s1463423608000741","title":"The present status and future role of family doctors: a perspective from the International Federation of Primary Care Research Networks","year":2008,"lang":"en","type":"article","venue":"Primary Health Care Research & Development","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa; Medizinische Universität Wien; Ondokuz Mayis Üniversitesi; Orta Doğu Teknik Üniversitesi; Universität Wien; Ain Shams University; University of Ulsan; Royal Australian College of General Practitioners; University of Crete; University of Brighton; University of Alberta","keywords":"Workforce; Nursing; Quality (philosophy); Medical education; Medicine; Interim; Public relations; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005989987,0.000275916,0.0006302577,0.0003207276,0.006655608,0.00005140965,0.0009256421,0.0002822721,0.00005128713],"category_scores_gemma":[0.0003816799,0.0001792091,0.00009347648,0.0007217687,0.0006836421,0.0002189626,0.00152736,0.002836061,0.00001480655],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01233611,"about_ca_system_score_gemma":0.03840023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561934,"about_ca_topic_score_gemma":0.004766543,"domain_scores_codex":[0.9888128,0.003933817,0.001447935,0.0006899482,0.003328067,0.001787403],"domain_scores_gemma":[0.9868477,0.005945003,0.0004227556,0.0007608189,0.005545632,0.0004780975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002020569,0.0001918529,0.1272546,0.001989984,0.0003257757,0.00001449342,0.384047,0.00001302022,0.0001589828,0.004745644,0.1684095,0.3108286],"study_design_scores_gemma":[0.0007072287,0.0001608528,0.401252,0.0001679986,0.000003508102,0.000001066123,0.1325256,0.000007163395,0.00003204555,0.0002425155,0.4647934,0.0001066113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3100377,0.5160274,0.0000801857,0.09036559,0.002274696,0.009107119,0.0004013042,0.0001124548,0.07159358],"genre_scores_gemma":[0.62753,0.3444553,0.00435655,0.01286083,0.005242975,0.002390794,0.001896072,0.0001643567,0.001103169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3174923,"threshold_uncertainty_score":0.9994645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09318894247007602,"score_gpt":0.459829894127692,"score_spread":0.366640951657616,"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."}}