{"id":"W2621170173","doi":"10.1097/acm.0000000000001695","title":"Using Video-Conference Interviews in the Residency Application Process","year":2017,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medical education; Psychology; Process (computing); Adjunct; Medicine; Computer science","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":[0.01805407,0.00160648,0.0009590069,0.001525486,0.002684046,0.005269456,0.004831853,0.009762348,0.008361799],"category_scores_gemma":[0.09992851,0.0008039741,0.0008091627,0.00109544,0.003581153,0.005417373,0.002029039,0.01175047,0.003432921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002426433,"about_ca_system_score_gemma":0.003292385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002223429,"about_ca_topic_score_gemma":0.005421914,"domain_scores_codex":[0.9785129,0.01294747,0.001993675,0.001776328,0.003941607,0.0008280302],"domain_scores_gemma":[0.8964831,0.06908354,0.005948536,0.001893404,0.02256435,0.004027122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000155484,0.00006997288,0.0006193779,0.001094378,0.00003336219,0.001321798,0.0007285351,0.0001180325,0.0003191629,0.0008499254,0.949674,0.0450161],"study_design_scores_gemma":[0.00006128015,0.0001398112,0.001384752,0.001091182,0.00006394871,0.00288099,0.001446972,0.001114383,0.0009132706,0.001202057,0.9896226,0.00007879123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001781277,0.008319921,0.003358665,0.3792455,0.6041782,0.0001046021,0.00008428034,0.0002849941,0.002642572],"genre_scores_gemma":[0.01816177,0.008705497,0.004804316,0.2537255,0.7072493,0.0002452621,0.00007902676,0.0002206598,0.006808591],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01805407,"threshold_uncertainty_score":0.0954802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2430302298797814,"score_gpt":0.449594080175561,"score_spread":0.2065638502957796,"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."}}