{"id":"W4395018878","doi":"10.4038/gmj.v28i3.8171","title":"An online messaging platform for learning &amp;lsquo;Wound Management&amp;rsquo;: A novel method of continuous professional education","year":2023,"lang":"en","type":"article","venue":"Galle Medical Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nunavik Regional Board of Health and Social Services","funders":"","keywords":"Medicine; Social media; Medical education; Multimedia; 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":[],"consensus_categories":[],"category_scores_codex":[0.00165062,0.0005644401,0.0003286714,0.001006741,0.0009540047,0.002244554,0.000921043,0.001060062,0.03282132],"category_scores_gemma":[0.004243454,0.000247384,0.0003873144,0.0003943615,0.0004184238,0.00249369,0.003252538,0.001134446,0.008638153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885336,"about_ca_system_score_gemma":0.0007021968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002722911,"about_ca_topic_score_gemma":0.0006453496,"domain_scores_codex":[0.9989383,0.0004314439,0.00007071072,0.0001299664,0.0003416291,0.00008790336],"domain_scores_gemma":[0.9965991,0.001752816,0.0001808298,0.0005686891,0.0003790935,0.0005194611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007954778,0.002611299,0.002713609,0.0007278687,0.00004102142,0.0004438559,0.003460333,0.0003086879,0.04368104,0.01135683,0.07126861,0.8625914],"study_design_scores_gemma":[0.0017355,0.007132398,0.02963649,0.0009830733,0.0004095711,0.003169501,0.004271485,0.05406797,0.06475331,0.02500144,0.8081365,0.0007027216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2190014,0.001024293,0.5182118,0.006909961,0.006046791,0.006166394,0.002359623,0.05325585,0.1870239],"genre_scores_gemma":[0.3646565,0.000516708,0.4513191,0.002750421,0.001906607,0.003794576,0.001493975,0.003091743,0.1704704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03282132,"threshold_uncertainty_score":0.1097983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1874309204770617,"score_gpt":0.5091970504447194,"score_spread":0.3217661299676577,"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."}}