{"id":"W2014018296","doi":"10.1080/10401330903228554","title":"The Impact of a Personal Digital Assistant (PDA) Case Log in a Medical Student Clerkship","year":2009,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical education; Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01042005,0.00007481024,0.0001638707,0.0001052799,0.0005008051,0.00005151815,0.0001252608,0.00006797032,0.00003612741],"category_scores_gemma":[0.01875436,0.00004620061,0.00002585797,0.0001963455,0.000348487,0.0001659241,0.00001713015,0.001486187,6.857814e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002218745,"about_ca_system_score_gemma":0.0002101395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011015,"about_ca_topic_score_gemma":0.001076105,"domain_scores_codex":[0.9973339,0.001521537,0.000238639,0.0001455766,0.0005423645,0.0002179807],"domain_scores_gemma":[0.9972425,0.00242978,0.0001347865,0.00006278275,0.00002823515,0.0001019019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004930278,0.0001420702,0.3041897,0.000002970227,0.00001061797,0.0001389415,0.2728016,0.00003524725,0.00001524428,0.0007000028,0.00006154898,0.4218528],"study_design_scores_gemma":[0.0007284732,0.0005794934,0.8098465,0.0002693534,0.0000097336,0.0001457793,0.1831603,0.001733419,1.517649e-7,0.0007359711,0.002699158,0.00009169984],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649312,0.0005223982,0.00005281981,0.008870486,0.0000790326,0.00009289123,1.291949e-7,0.00001640612,0.02543466],"genre_scores_gemma":[0.9993775,0.000103367,0.00004700608,0.00006447851,0.0001984698,0.000002852235,9.184189e-7,0.000003788732,0.0002016487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5056568,"threshold_uncertainty_score":0.9964816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437768177027309,"score_gpt":0.4754670661313657,"score_spread":0.4410893843610927,"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."}}