{"id":"W4206652681","doi":"10.22201/fm.20075057e.2022.41.21374","title":"Utilidad de las clases online en medicina de pregrado; percepción de los alumnos","year":2021,"lang":"es","type":"article","venue":"Investigación en Educación Médica","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Philosophy","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":[0.002658824,0.0003244408,0.0003339702,0.001154542,0.00119619,0.00207072,0.0003517949,0.0006685765,0.01152386],"category_scores_gemma":[0.01076874,0.0002589863,0.0003465452,0.0005507279,0.0006433955,0.0009557792,0.001488876,0.0007352207,0.001132071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007288327,"about_ca_system_score_gemma":0.001872271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007003659,"about_ca_topic_score_gemma":0.01116801,"domain_scores_codex":[0.9982796,0.0007105398,0.0001312376,0.0001490508,0.0004614914,0.000268133],"domain_scores_gemma":[0.9917185,0.002739851,0.002670332,0.0001924923,0.0009591731,0.001719747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002583607,0.001227824,0.8439363,0.001316861,0.0001341768,0.0003104912,0.04448014,0.0001310517,0.001204134,0.0005969694,0.005688486,0.1007151],"study_design_scores_gemma":[0.00004819993,0.001434106,0.8909425,0.001343496,0.0001466388,0.0003325348,0.07740586,0.0004647752,0.0005477548,0.0004803387,0.02680119,0.00005244733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878761,0.001029173,0.0003936935,0.00170997,0.00009902981,0.000117839,0.0002198636,0.00002847417,0.00852584],"genre_scores_gemma":[0.9930529,0.001434845,0.0007190721,0.0005700096,0.00007355543,0.00008396993,0.0001202918,0.000005379826,0.003940121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152386,"threshold_uncertainty_score":0.03855121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216140261971439,"score_gpt":0.3331192771049342,"score_spread":0.3115052509077902,"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."}}