{"id":"W2896763002","doi":"10.2196/10657","title":"A Novel Web-Based Experiential Learning Platform for Medical Students (Learning Moment): Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Experiential learning; Conceptualization; Psychology; Learning cycle; Qualitative research; Medical education; Active learning (machine learning); Mathematics education; Pedagogy; Computer science; Medicine; Artificial intelligence; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0127215,0.0005160875,0.0005808901,0.001634905,0.005380741,0.003192709,0.001824196,0.001741524,0.002270415],"category_scores_gemma":[0.01371373,0.0004724064,0.0004380059,0.001677221,0.006466773,0.003640348,0.004971992,0.001898875,0.0003523541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003237117,"about_ca_system_score_gemma":0.003723556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001219932,"about_ca_topic_score_gemma":0.002318448,"domain_scores_codex":[0.9906192,0.007177804,0.0002342782,0.0005049141,0.000539961,0.0009238945],"domain_scores_gemma":[0.9850729,0.0108369,0.00104896,0.0004090802,0.0008814238,0.00175074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001136195,0.0002729237,0.004629297,0.0005260998,0.000008595706,0.001510175,0.9636312,0.0001351843,0.002844329,0.003816647,0.001247251,0.0212647],"study_design_scores_gemma":[0.00002247308,0.000289123,0.003389271,0.0005563747,0.000009862638,0.0009032454,0.9690859,0.0003714651,0.001874163,0.001290236,0.02217632,0.00003159339],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699559,0.000929419,0.01686666,0.002968097,0.0001506719,0.001411832,0.0003262801,0.00006733227,0.007323844],"genre_scores_gemma":[0.9873313,0.0006191068,0.006662144,0.001096571,0.00004242888,0.001367734,0.00009823008,0.00003397461,0.002748524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127215,"threshold_uncertainty_score":0.0672785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625068040962003,"score_gpt":0.4654611720631522,"score_spread":0.4392104916535322,"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."}}