{"id":"W2073592336","doi":"10.1111/j.1365-2929.2007.02738.x","title":"Structured clinical case PowerPoint™ presentations for distributed learning","year":2007,"lang":"en","type":"article","venue":"Medical Education","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Context (archaeology); Curriculum; Medical education; Relevance (law); Variety (cybernetics); Medicine; Consistency (knowledge bases); Computer science; Multimedia; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001440442,0.0000789218,0.0001416437,0.0001355844,0.0002097572,0.00004634005,0.0001070878,0.0002237029,0.0002553094],"category_scores_gemma":[0.006481072,0.00007026283,0.00005849031,0.0002908699,0.00006364345,0.0001671383,0.00003718974,0.0002726901,0.00004137134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002632294,"about_ca_system_score_gemma":0.0002589613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798107,"about_ca_topic_score_gemma":0.001499868,"domain_scores_codex":[0.9988734,0.00001779128,0.0004752931,0.0002014862,0.0001929767,0.0002391026],"domain_scores_gemma":[0.9992248,0.0001789299,0.0001821335,0.0001338356,0.0002415916,0.0000387304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003552499,0.0002728282,0.1137316,0.0002338785,0.00002382844,0.00006843583,0.00007409958,0.000001892539,0.000007456285,0.06449104,0.09059887,0.7304605],"study_design_scores_gemma":[0.000489999,0.00002023009,0.03271962,0.00003101534,0.00002108429,0.0001212983,0.001600629,0.001599525,0.000004202704,0.00281789,0.9604625,0.0001119774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8886071,0.00009116769,0.08243944,0.02123381,0.004349535,0.000740413,0.000003956579,0.0002927594,0.002241744],"genre_scores_gemma":[0.9938946,0.000002414363,0.0004307622,0.002482559,0.002696329,0.00004120476,0.0002585789,0.00001312164,0.0001804112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8698637,"threshold_uncertainty_score":0.7758917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719289510513045,"score_gpt":0.4000889526054941,"score_spread":0.3728960575003636,"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."}}