{"id":"W3199213966","doi":"10.2196/29748","title":"Integration of Web Analytics Into Graduate Medical Education: Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Analytics; Session (web analytics); Usability; Page view; Web analytics; World Wide Web; Computer science; Web page; Web development; Static web page; Data science; Web application security","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":[0.01797411,0.0003696751,0.0006287214,0.002137358,0.0007121314,0.001610071,0.0005993993,0.0007537862,0.001186043],"category_scores_gemma":[0.05160972,0.0004188124,0.001061138,0.00131408,0.0006603578,0.001657812,0.001586695,0.0008480909,0.0003226641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258726,"about_ca_system_score_gemma":0.001545237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602679,"about_ca_topic_score_gemma":0.002943634,"domain_scores_codex":[0.9905562,0.004981517,0.0007858282,0.0005573719,0.002376312,0.0007427909],"domain_scores_gemma":[0.9547812,0.0260713,0.004739902,0.002810442,0.0084177,0.003179571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001810175,0.0194618,0.7187209,0.0008002156,0.000278925,0.0004872034,0.03921144,0.00066832,0.003112656,0.0001498354,0.001497862,0.2138008],"study_design_scores_gemma":[0.0002143611,0.02744353,0.9441149,0.0002336318,0.000162948,0.0005080598,0.02023098,0.002093868,0.001845082,0.00009454977,0.002973388,0.00008484153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988814,0.00005669632,0.0001990411,0.00005961368,0.00000729521,0.0001622442,0.00002486862,0.00001598359,0.0005928244],"genre_scores_gemma":[0.9977874,0.0001211388,0.001260258,0.0000970382,0.00002193796,0.0002046194,0.00006893762,0.00001478019,0.000423878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01797411,"threshold_uncertainty_score":0.09505731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3391550663324153,"score_gpt":0.6017190590364238,"score_spread":0.2625639927040084,"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."}}