{"id":"W4401742122","doi":"10.3138/jvme-2023-0147","title":"Case-Based E-Learning Tool Affects Self-Confidence in Clinical Reasoning Skills Among Veterinary Students—A Survey at the Norwegian University of Life Sciences","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Context (archaeology); Norwegian; Veterinary medicine; Exploratory research; Medicine; Veterinary education; Resource (disambiguation); Psychology; Curriculum; Pedagogy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0208481,0.0001082999,0.0002643871,0.000221753,0.0005823201,0.00008465016,0.0006014159,0.0001650515,0.0003955071],"category_scores_gemma":[0.007814636,0.00008741945,0.0001273206,0.0007573767,0.0007095301,0.0004538853,0.0001272885,0.0008162508,0.000008113585],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002646247,"about_ca_system_score_gemma":0.0062977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040153,"about_ca_topic_score_gemma":0.0006571431,"domain_scores_codex":[0.9941193,0.003801943,0.0005209171,0.0002321665,0.00106533,0.0002603812],"domain_scores_gemma":[0.9961286,0.002901813,0.0004428458,0.000113213,0.0001544401,0.000259052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003745185,0.0007346495,0.9296462,0.0002088953,0.00006864922,0.002900851,0.01981488,0.00031026,0.00006785483,0.0001672438,0.001723932,0.04398207],"study_design_scores_gemma":[0.0008504741,0.003325001,0.9555448,0.002843115,0.00006812637,0.00108355,0.01141602,0.001480047,0.000004472649,0.00004857271,0.02305584,0.0002800192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962555,0.0006764778,0.0001777781,0.001161451,0.001175407,0.000166968,0.000001024946,0.00002322085,0.0003621656],"genre_scores_gemma":[0.9984837,0.000426211,0.000508296,0.000157453,0.0002792213,0.000001244675,0.000001898301,0.00000808286,0.0001339227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04370205,"threshold_uncertainty_score":0.9993356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06038564831683972,"score_gpt":0.4127902359430621,"score_spread":0.3524045876262223,"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."}}