{"id":"W4404750872","doi":"10.36834/cmej.79065","title":"OpenAI’s Sora in medical education: artificial videos in the classroom of the future","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Artificial intelligence","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":[0.003892555,0.000522239,0.000251348,0.001130853,0.002686785,0.007278786,0.001283541,0.0029606,0.05265893],"category_scores_gemma":[0.01539787,0.0002434637,0.0004132133,0.00058658,0.00258272,0.01081133,0.006457546,0.005142899,0.005970958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170973,"about_ca_system_score_gemma":0.002701241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004768843,"about_ca_topic_score_gemma":0.01236505,"domain_scores_codex":[0.9980515,0.00105509,0.0000549976,0.0001495637,0.0004351637,0.0002536417],"domain_scores_gemma":[0.9878177,0.006468114,0.0002556616,0.0005816155,0.001277598,0.00359943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002463553,0.0006487337,0.002090086,0.0007337472,0.00002365073,0.0004923769,0.01076597,0.0004911355,0.00257604,0.08551853,0.4536969,0.4427164],"study_design_scores_gemma":[0.00006162548,0.0001786827,0.00173028,0.0006956962,0.00001953507,0.0004299215,0.007715501,0.002054156,0.001499739,0.03419827,0.9513527,0.00006390538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05005573,0.01523002,0.06005799,0.1934368,0.02307394,0.0002850835,0.0008831761,0.004899492,0.6520778],"genre_scores_gemma":[0.5939968,0.01417205,0.09095006,0.02781953,0.01099742,0.0005260863,0.001581461,0.001686975,0.2582695],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05265893,"threshold_uncertainty_score":0.1761616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.037477870299431,"score_gpt":0.4038742114621006,"score_spread":0.3663963411626696,"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."}}