{"id":"W4409318246","doi":"10.1186/s12875-025-02810-4","title":"Patient preferences for key organizational features of primary cardiovascular care in Quebec: a discrete choice experiment","year":2025,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Multinomial logistic regression; Context (archaeology); Mixed logit; Discrete choice; Primary care; Medicine; Active listening; Set (abstract data type); Choice set; Delphi method; Actuarial science; Logistic regression; Family medicine; Psychology; Computer science; Econometrics; Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006571408,0.0005352619,0.000442135,0.0002670397,0.001378683,0.001287558,0.0007807323,0.00111351,0.007977905],"category_scores_gemma":[0.01137587,0.0002649889,0.0005536484,0.0004236022,0.001180646,0.0005394475,0.0005419992,0.001000936,0.0004082439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0107695,"about_ca_system_score_gemma":0.008602793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4539495,"about_ca_topic_score_gemma":0.5300524,"domain_scores_codex":[0.99611,0.002577448,0.0001492398,0.0003061272,0.0004486388,0.0004085343],"domain_scores_gemma":[0.9814928,0.01314527,0.001920109,0.0006406371,0.0012185,0.001582667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1258541,0.1653858,0.4620484,0.001361539,0.001067503,0.001076129,0.02787243,0.03678437,0.03353755,0.004612326,0.01181765,0.1285823],"study_design_scores_gemma":[0.02840696,0.1148857,0.7035717,0.0003071735,0.0004943349,0.000134668,0.00970346,0.1219655,0.006000522,0.002212468,0.01178976,0.0005277315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973565,0.00002088952,0.0003160916,0.0001545469,0.000007814507,0.000812142,0.0002514794,0.000004663777,0.001075798],"genre_scores_gemma":[0.9936665,0.0000425529,0.002003731,0.0002594836,0.00001069128,0.001944447,0.0002193428,0.000002228764,0.001851048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5460504,"threshold_uncertainty_score":0.9026145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338030634104701,"score_gpt":0.3432221843300846,"score_spread":0.3198418779890376,"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."}}