{"id":"W4400042736","doi":"10.1002/hsr2.2213","title":"Preferences of Iranian medical students for selecting the compulsory service plan packages: A discrete choice experiment","year":2024,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Salary; Disadvantaged; Preference; Residence; Duration (music); Service (business); Work (physics); Medical education; Incentive; Discrete choice; Welfare; Psychology; Business; Medicine; Marketing; Demographic economics; Economics; Economic growth; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.005451767,0.0004719666,0.0005506069,0.0002784443,0.0007033595,0.001114676,0.0005379021,0.0009858016,0.006078824],"category_scores_gemma":[0.006989872,0.0003183675,0.0006218022,0.000245138,0.0008473942,0.0004995265,0.0004729173,0.001394556,0.0006509595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000566296,"about_ca_system_score_gemma":0.001482963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046988,"about_ca_topic_score_gemma":0.001313541,"domain_scores_codex":[0.9981157,0.0009804455,0.0001314409,0.0001643046,0.0002599126,0.0003483038],"domain_scores_gemma":[0.9948713,0.002732026,0.0008855556,0.0002398029,0.0003187582,0.0009525851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1073223,0.3197808,0.3817045,0.0007566132,0.0005597093,0.0006596173,0.01641972,0.008527898,0.03494477,0.005139624,0.005111829,0.1190727],"study_design_scores_gemma":[0.03600258,0.3538482,0.4742619,0.0003230293,0.0007710064,0.0004028135,0.02399903,0.06039065,0.02702775,0.007081164,0.01538621,0.0005056796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989312,0.000009827029,0.0002243691,0.00008184386,0.00001284145,0.0002940802,0.00003929496,0.000003029504,0.0004034848],"genre_scores_gemma":[0.9955502,0.00004818951,0.001873347,0.0002467083,0.00002239098,0.0009652096,0.00006837781,0.000001419067,0.001224199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006078824,"threshold_uncertainty_score":0.02883208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.171762719925724,"score_gpt":0.3561486871973993,"score_spread":0.1843859672716754,"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."}}