{"id":"W4377826096","doi":"10.21203/rs.3.rs-2949703/v1","title":"Twitter-based journal club as a global medical education tool - Insights from the IPNA Journal Club (#IPNAJC)","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Winnipeg","funders":"","keywords":"Infographic; Social media; Journal club; Club; Medical education; Psychology; Medicine; World Wide Web; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007198234,0.0002964875,0.0002756297,0.001206039,0.003112417,0.009204963,0.0008099936,0.00122365,0.00848455],"category_scores_gemma":[0.02032948,0.0001729641,0.0002959193,0.001065512,0.002176717,0.005721814,0.006538806,0.001844447,0.001669811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204903,"about_ca_system_score_gemma":0.002516592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000733107,"about_ca_topic_score_gemma":0.00194556,"domain_scores_codex":[0.9943777,0.003818145,0.0001438783,0.0001996524,0.0009245236,0.0005361344],"domain_scores_gemma":[0.9736286,0.01458251,0.001893465,0.0006599498,0.001851887,0.007383493],"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":[0.000734078,0.001235762,0.07243864,0.003205778,0.00007569216,0.004431422,0.2367914,0.0002917724,0.003224054,0.01113908,0.1752318,0.4912005],"study_design_scores_gemma":[0.0001088971,0.001305102,0.08184163,0.002489826,0.00006179968,0.002636921,0.249758,0.001121292,0.001375645,0.004021849,0.6551447,0.0001342523],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7147008,0.008158325,0.003592161,0.1087227,0.00418905,0.0005960058,0.001015178,0.0005486132,0.1584771],"genre_scores_gemma":[0.970707,0.003710014,0.003101151,0.007030734,0.001859332,0.0003649212,0.0002353951,0.000169911,0.01282148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.990795,"threshold_uncertainty_score":0.03806835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2661693760245561,"score_gpt":0.5859609168011437,"score_spread":0.3197915407765876,"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."}}