{"id":"W2528975732","doi":"10.12927/hcq.2016.24692","title":"Care for Patients with Complex Needs: Canadian Results from the Commonwealth Fund 2015 International Health Policy Survey of Primary Care Physicians","year":2016,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"Canadian Institutes of Health Research; Socialdepartementet; Radboud Universiteit; Bundesministerium für Gesundheit; Ministerie van Volksgezondheid, Welzijn en Sport; Bundesamt für Gesundheit; Commonwealth Fund","keywords":"Commonwealth; Primary care; Health care; Medicine; Family medicine; Nursing; Health administration; Health policy; Business; Political science; Economic growth; Public health; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009516029,0.000410281,0.0009818072,0.0003768335,0.001637354,0.00002308517,0.0008510808,0.0002888592,0.00004433384],"category_scores_gemma":[0.0001829307,0.0002579042,0.0001332197,0.0005192614,0.0001802946,0.0002523583,0.00006025631,0.000540658,0.00004862927],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006898119,"about_ca_system_score_gemma":0.02530078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9137591,"about_ca_topic_score_gemma":0.9641709,"domain_scores_codex":[0.9937668,0.001689352,0.001680832,0.0006086114,0.0007083403,0.001546085],"domain_scores_gemma":[0.9907251,0.002999458,0.001250664,0.001138608,0.003099681,0.0007864597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001454393,0.00005732431,0.6810342,0.001010133,0.0000676501,8.855481e-7,0.04960397,3.980888e-7,8.772302e-7,0.0006635865,0.07014327,0.1959633],"study_design_scores_gemma":[0.004954132,0.001642934,0.8339294,0.0006281678,0.00001050014,2.137932e-7,0.01191433,0.000001344559,2.188287e-7,0.00007395031,0.1466062,0.0002386901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1928492,0.002710724,0.0003003418,0.5529806,0.003875033,0.009972956,0.2311342,0.000246046,0.00593087],"genre_scores_gemma":[0.9234065,0.0001414514,0.0003293224,0.05777859,0.0009081372,0.0002257846,0.01692951,0.00008849699,0.0001922425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7305573,"threshold_uncertainty_score":0.9999873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08488085509758803,"score_gpt":0.4062273646661299,"score_spread":0.3213465095685419,"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."}}