{"id":"W2169643465","doi":"","title":"Attractiveness of family medicine for medical students: influence of research and debt.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Specialty; Attractiveness; Debt; Family medicine; Set (abstract data type); Medical education; Medicine; Medical school; Student debt; Psychology; Finance; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001398106,0.0001006178,0.0001491072,0.000733513,0.0007082144,0.001139529,0.0003169852,0.0004756092,0.005194053],"category_scores_gemma":[0.01416325,0.0001126107,0.0002585615,0.0007492847,0.0006362413,0.0003415361,0.0007798913,0.0007578738,0.0004297151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190283,"about_ca_system_score_gemma":0.002261858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02301363,"about_ca_topic_score_gemma":0.03893398,"domain_scores_codex":[0.9988601,0.0003621704,0.00009637488,0.00007607336,0.0004090165,0.0001962956],"domain_scores_gemma":[0.9786716,0.003835786,0.009006301,0.0003077971,0.001265875,0.006912678],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004678754,0.00005184181,0.9962152,0.00000823463,0.000009383279,0.00002807427,0.000151645,0.00001937063,0.0000731312,0.00003979947,0.0002701099,0.00308648],"study_design_scores_gemma":[0.000002344749,0.00002983427,0.9989518,0.00000713205,0.00000320818,0.00007116007,0.0004309294,0.000062479,0.00002299735,0.00002129803,0.0003943401,0.000002384331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963796,0.0002943474,0.00005335534,0.0008115782,0.00001247644,0.00001506501,0.0001807629,0.000002880854,0.002250044],"genre_scores_gemma":[0.9993709,0.00008202423,0.00004749775,0.00007304631,0.00001270972,0.000003601402,0.00008385358,9.546535e-7,0.0003253593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9986019,"threshold_uncertainty_score":0.04575932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2415702008514106,"score_gpt":0.4273738249901144,"score_spread":0.1858036241387039,"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."}}