{"id":"W2364084880","doi":"10.2310/6650.2005.x0004.18","title":"19 CREATING A WEB-BASED Multimedia resource for medical students learning pediatric clinical skills.","year":2006,"lang":"en","type":"article","venue":"Journal of Investigative Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical education; Schedule; Resource (disambiguation); Multimedia; Web application; Computer science; Process (computing); Frame (networking); Medicine; World Wide Web","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":[0.01106891,0.0002940313,0.001042896,0.0007809877,0.0002279917,0.00002310529,0.0004752544,0.0003410445,0.000319279],"category_scores_gemma":[0.09993827,0.0002076875,0.0002471172,0.001121921,0.001557949,0.0001103156,0.00005699723,0.001903281,0.000010539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833749,"about_ca_system_score_gemma":0.001923255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000242034,"about_ca_topic_score_gemma":0.000002665474,"domain_scores_codex":[0.9928496,0.0004423854,0.002768117,0.0003344068,0.003190451,0.0004150081],"domain_scores_gemma":[0.9928511,0.002579657,0.001878781,0.0002518053,0.001756244,0.000682433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002771491,0.00113339,0.7322658,0.0002852907,0.0001282551,0.0001434031,0.0007007236,0.00008241287,0.0004245712,0.0001544299,0.2518655,0.01253911],"study_design_scores_gemma":[0.05433805,0.009333797,0.7539374,0.004867502,0.002067105,0.0006647305,0.003058937,0.02181456,0.001038212,0.00231151,0.1459062,0.0006619866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954636,0.0006469231,0.004918123,0.0366057,0.001139462,0.0006473862,0.000002558343,0.00005987201,0.001343926],"genre_scores_gemma":[0.8796701,0.0001117258,0.07567456,0.01691427,0.02537882,0.00005409119,0.0001640386,0.00009714283,0.001935201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1059593,"threshold_uncertainty_score":0.9076433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473130546304112,"score_gpt":0.4055781156609735,"score_spread":0.3708468101979324,"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."}}