{"id":"W2048731174","doi":"10.5539/gjhs.v4n4p176","title":"Perception of the Medical Students on Their Future Career in Qazvin University of Medical Sciences","year":2012,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Health and Well-being Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prestige; Perception; Medical education; Psychology; Family medicine; Cross-sectional study; Career planning; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01195032,0.00007075907,0.0002589493,0.0001015453,0.0002960857,0.000006295903,0.001684995,0.00008875209,0.0001466925],"category_scores_gemma":[0.0002068803,0.00004138939,0.00005826894,0.000880906,0.00136747,0.0001253685,0.0001904317,0.0003249465,0.00000567551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345344,"about_ca_system_score_gemma":0.001803779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009808583,"about_ca_topic_score_gemma":0.0001638276,"domain_scores_codex":[0.9955776,0.0003075492,0.0004649354,0.0001289434,0.003050663,0.0004703579],"domain_scores_gemma":[0.9989102,0.00006999287,0.0004412555,0.0001336899,0.0001129893,0.0003317962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003900242,0.0002544995,0.9586303,0.00002500595,0.000005478857,0.000005752587,0.003318645,0.000003637298,0.000002825264,0.002302645,0.002245279,0.03316698],"study_design_scores_gemma":[0.0004619822,0.0002977406,0.9850728,0.0002229983,0.000002376954,0.0001052056,0.01248099,0.000006699403,0.000001558465,0.00007516058,0.001240943,0.00003156464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737523,0.00103129,0.0000372822,0.02196744,0.002175216,0.00008639628,0.00000420469,0.000002144064,0.0009436805],"genre_scores_gemma":[0.9980207,0.0004060543,0.00005369858,0.00134496,0.0001678704,1.01753e-7,5.087089e-8,0.000001117695,0.000005438653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03313542,"threshold_uncertainty_score":0.5038502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04477368093390582,"score_gpt":0.4136570204810347,"score_spread":0.3688833395471289,"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."}}