{"id":"W4388819797","doi":"10.22454/fammed.2023.477983","title":"Primary Care Perspectives on Education Scholarship: A Qualitative Synthesis","year":2023,"lang":"en","type":"article","venue":"Family Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"Iran Nanotechnology Initiative Council; University of Toronto; Women's College Hospital","keywords":"Scholarship; Mentorship; Medical education; Qualitative research; MEDLINE; Psychology; Medicine; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00112817,0.0002043259,0.0003792225,0.000847608,0.0001680073,0.000009749529,0.0001427105,0.0001428297,0.0002126897],"category_scores_gemma":[0.007564039,0.0001622685,0.00006077079,0.001980197,0.0003175045,0.0001099098,0.00002807722,0.0005084919,0.0006477004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007324266,"about_ca_system_score_gemma":0.000755403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004761563,"about_ca_topic_score_gemma":9.128477e-7,"domain_scores_codex":[0.9978105,0.0001804566,0.0004022635,0.0004410363,0.000876953,0.0002888044],"domain_scores_gemma":[0.9979329,0.0004541437,0.0001211454,0.0005144179,0.0008508752,0.0001265093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004145201,0.0007830462,0.002780074,0.001318003,0.0001879244,0.00003025759,0.3361908,0.000003026519,0.009533302,0.01653581,0.2774479,0.3547753],"study_design_scores_gemma":[0.0009742837,0.0006190491,0.2301871,0.002483815,0.0001604921,0.0000136526,0.737165,0.00001840593,0.0003161415,0.0007120828,0.02713835,0.0002116815],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.903115,0.001761942,0.00008312774,0.01944073,0.001432822,0.0006664155,0.000008942804,0.0003692399,0.07312176],"genre_scores_gemma":[0.9833283,0.0003586615,0.001956353,0.008388132,0.001629165,0.0003787883,0.0006051122,0.00005315204,0.00330237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4009742,"threshold_uncertainty_score":0.9055408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06901016613340598,"score_gpt":0.4354213869213824,"score_spread":0.3664112207879764,"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."}}