{"id":"W2127887451","doi":"","title":"Issues related to medical students' engagement in integrated rural placements: an exploratory factor analysis.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Exploratory factor analysis; Cronbach's alpha; Descriptive statistics; Medical education; Construct validity; Reliability (semiconductor); Psychology; Rural community; Family medicine; Medicine; Psychometrics; Clinical psychology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00565125,0.0003869359,0.0002684478,0.001032759,0.0008454404,0.001033585,0.0003313832,0.0003204006,0.001810568],"category_scores_gemma":[0.01330736,0.0002361842,0.0005711167,0.00104204,0.0007042808,0.0006341378,0.001227106,0.0006825221,0.0001622058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007178218,"about_ca_system_score_gemma":0.002327687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916035,"about_ca_topic_score_gemma":0.004281734,"domain_scores_codex":[0.9980595,0.0008137715,0.0001693813,0.0001276021,0.0005548823,0.0002748305],"domain_scores_gemma":[0.9925455,0.003625233,0.002011157,0.0002452626,0.0008488844,0.0007239045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001625049,0.0005442404,0.9384099,0.0001307635,0.00007987698,0.0001867746,0.02918366,0.000141732,0.001081146,0.0001623695,0.0006198282,0.02929724],"study_design_scores_gemma":[0.00002047605,0.0004538856,0.9627316,0.00007716415,0.0000276416,0.0001592115,0.03390327,0.0007136068,0.0002920906,0.0001351785,0.001468781,0.00001704121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991789,0.00003080296,0.0002232385,0.0001113351,0.000004907752,0.00008255478,0.00004137397,0.000002676102,0.0003241498],"genre_scores_gemma":[0.998821,0.00003432811,0.0007152277,0.00003026301,0.000004479483,0.0001116197,0.00008723085,0.000001506955,0.0001942918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00565125,"threshold_uncertainty_score":0.02988702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06027507081143318,"score_gpt":0.4467645559530489,"score_spread":0.3864894851416157,"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."}}