{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05784715,0.0009858932,0.002251516,0.01033761,0.007587683,0.007250181,0.002127682,0.002827802,0.006008571],"category_scores_gemma":[0.0693315,0.001047675,0.001481079,0.01508731,0.006386021,0.005795909,0.007562329,0.002308666,0.0004526518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01270941,"about_ca_system_score_gemma":0.01567743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006228841,"about_ca_topic_score_gemma":0.009727254,"domain_scores_codex":[0.9598219,0.03069072,0.00308989,0.001679195,0.002823572,0.001894729],"domain_scores_gemma":[0.8856723,0.1034367,0.002564782,0.001317534,0.006204086,0.0008045988],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007896056,0.00003067302,0.0009784808,0.01187572,0.00005052257,0.0008732436,0.9538544,0.000105806,0.0005803372,0.005782261,0.002121751,0.02366783],"study_design_scores_gemma":[0.00004927385,0.00008616432,0.001381859,0.020443,0.000128363,0.0004080961,0.9234287,0.0001420275,0.0008342533,0.003697141,0.04937159,0.00002956531],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6233918,0.1312272,0.07210804,0.0481465,0.002955351,0.02579849,0.01331215,0.0002180784,0.08284241],"genre_scores_gemma":[0.85082,0.05603657,0.03848678,0.01092522,0.0003432193,0.03386812,0.001438197,0.0001700388,0.007911854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9421529,"threshold_uncertainty_score":0.3059286,"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."}}