{"id":"W2152771867","doi":"","title":"Canadian family physicians' intentions to migrate: associated factors.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Marital status; Logistic regression; Geography; Demography; Socioeconomics; Medicine; Population; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006201765,0.0002023813,0.0003200253,0.0002324846,0.0009178822,0.0000216547,0.0002973617,0.0002482828,0.00007354969],"category_scores_gemma":[0.0007411104,0.0001954891,0.00008550825,0.0008726474,0.00001774063,0.0001231589,0.0000314347,0.0005128495,0.0005207448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001604,"about_ca_system_score_gemma":0.0003433991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1848988,"about_ca_topic_score_gemma":0.4947648,"domain_scores_codex":[0.9966647,0.0003601724,0.0004807819,0.0003204442,0.0003275961,0.001846292],"domain_scores_gemma":[0.9979416,0.000173572,0.0001388564,0.0003369796,0.0002949097,0.001114129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005093677,0.0001854469,0.1864579,0.00003580784,0.00005847724,0.00001634919,0.004244501,0.00001907581,0.00006021349,0.002300539,0.7168481,0.08972267],"study_design_scores_gemma":[0.0002106,0.00002639486,0.8278656,0.00007739123,0.00001344319,6.149278e-8,0.002263192,0.000006198681,0.000008121907,0.0003696486,0.1689965,0.0001628197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8519474,0.0001591777,0.0000204398,0.02089334,0.001596809,0.002965509,0.0001843893,0.0003356298,0.1218973],"genre_scores_gemma":[0.9513617,0.0000136644,0.00004672001,0.03432747,0.0001860188,0.0009260452,0.00008992924,0.00002294786,0.01302551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6414077,"threshold_uncertainty_score":0.820529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05368740060369283,"score_gpt":0.3586435006216107,"score_spread":0.3049561000179178,"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."}}