{"id":"W4403890137","doi":"10.2196/52924","title":"A SIMBA CoMICs Initiative to Cocreating and Disseminating Evidence-Based, Peer-Reviewed Short Videos on Social Media: Mixed Methods Prospective Study","year":2024,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Misinformation; Medical education; CLARITY; Scripting language; Dissemination; Media literacy; Psychology; Microblogging; Medicine; Multimedia; Computer science; World Wide Web; Pedagogy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007326934,0.000218049,0.000388707,0.0002874217,0.0007383663,0.0001881153,0.0002625157,0.0002528849,0.0001645074],"category_scores_gemma":[0.1314639,0.0002113811,0.00006438012,0.001393783,0.0003255757,0.0002901622,0.000056076,0.0005855675,0.00001602417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009869109,"about_ca_system_score_gemma":0.00471342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008825783,"about_ca_topic_score_gemma":0.001358369,"domain_scores_codex":[0.9946502,0.002115735,0.0005412513,0.0006019789,0.001652853,0.0004379236],"domain_scores_gemma":[0.9808206,0.01763171,0.0001427992,0.000167732,0.0005370068,0.0007001506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002606241,0.0005485517,0.009363887,0.0001798499,0.00002104227,0.000002416914,0.309989,1.547113e-7,0.000007623988,0.004285428,0.01057795,0.6649981],"study_design_scores_gemma":[0.0005903303,0.0007645517,0.2952527,0.008652438,0.0002721539,0.000002880832,0.6393479,0.0008077148,0.0001555248,0.002993004,0.05019267,0.0009681882],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8559011,0.001628123,0.001146658,0.1126846,0.01430356,0.01068003,0.00001092812,0.0006029891,0.003042069],"genre_scores_gemma":[0.9804615,0.000108265,0.004615427,0.00136119,0.00412453,0.009162457,0.00002322302,0.00005544403,0.00008798711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6640298,"threshold_uncertainty_score":0.8758521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1791674307474328,"score_gpt":0.561244800105626,"score_spread":0.3820773693581933,"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."}}