{"id":"W4411343456","doi":"10.22454/primer.2025.315637","title":"Understanding Rural Patients’ Perspectives on Patient Care Teams","year":2025,"lang":"en","type":"article","venue":"PRiMER","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Thompson Rivers University","funders":"","keywords":"Family medicine; Medicine; Health care; Nursing; Economic shortage; Primary care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006168095,0.00009252855,0.00009462274,0.000126434,0.0006918709,0.000008650984,0.00006897132,0.00009055527,0.0006646542],"category_scores_gemma":[0.000126576,0.00007514613,0.00003344248,0.0002289622,0.00002481121,0.00006785765,0.00004491707,0.0002917865,0.000299421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245228,"about_ca_system_score_gemma":0.0006680094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007257019,"about_ca_topic_score_gemma":0.00002805005,"domain_scores_codex":[0.9990777,0.0001931664,0.0002134615,0.0001567357,0.0001681928,0.000190748],"domain_scores_gemma":[0.9992411,0.0001289068,0.00008459441,0.0001592293,0.0003451156,0.00004109924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005489514,0.0004150377,0.2649659,0.0001170749,0.00005849235,3.096987e-7,0.2176408,0.00001036586,0.0001825539,0.4003914,0.1101985,0.005470524],"study_design_scores_gemma":[0.0008612189,0.000179178,0.05474909,0.0005085081,0.00001677614,1.895593e-8,0.906301,0.00001990623,0.0002045401,0.001841804,0.03516601,0.0001520083],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7642147,0.0001671738,0.0004506286,0.002326021,0.003343471,0.0007283362,0.00001191975,0.00007351831,0.2286842],"genre_scores_gemma":[0.9921995,0.00000701826,0.00009678601,0.002284796,0.00007798878,0.0001123524,0.00004288763,0.000009273801,0.005169378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6886601,"threshold_uncertainty_score":0.7277498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04005228596814427,"score_gpt":0.4130078886816081,"score_spread":0.3729556027134639,"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."}}