{"id":"W7100588053","doi":"","title":"Attrition From Premedical Studies Among Latinas: Case","year":2016,"lang":"en","type":"article","venue":"","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attrition; Underrepresented Minority; Quarter (Canadian coin); African american; Career Pathways; Career path; Medical school","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001064919,0.00008539366,0.00008263715,0.00005929862,0.0001826438,0.0000279117,0.00007714636,0.00002955975,0.0007447306],"category_scores_gemma":[0.002470026,0.00005104718,0.0000317572,0.000203137,0.0003679881,0.0003500641,0.00004092863,0.00005450905,0.000321761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003404831,"about_ca_system_score_gemma":0.00002707662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003055377,"about_ca_topic_score_gemma":0.00004165175,"domain_scores_codex":[0.9989092,0.0001261997,0.0001538454,0.000395933,0.0002515724,0.0001632659],"domain_scores_gemma":[0.9989705,0.0006765545,0.00005339718,0.0001358671,0.00006611906,0.00009757311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003263067,0.0002536192,0.01284818,0.000006524751,0.000004558397,0.0004576843,0.0006820278,1.367823e-7,0.9284759,0.002859606,0.01002396,0.04435522],"study_design_scores_gemma":[0.001031547,0.0001957824,0.02650789,0.00008935366,0.00001982098,0.0003634633,0.002308141,0.0001004866,0.9577051,0.004624484,0.006769422,0.0002844452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903647,0.0000116645,0.001947983,0.002336074,0.001168505,0.0001419351,0.0000135296,0.0001325889,0.003883027],"genre_scores_gemma":[0.9929617,0.00005707601,0.00005210281,0.001721355,0.0001767244,0.00003474795,5.441216e-7,0.000006323757,0.00498941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04407077,"threshold_uncertainty_score":0.8154278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176128858414022,"score_gpt":0.3390922569032215,"score_spread":0.2214793710618193,"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."}}