{"id":"W4399055759","doi":"10.2196/53810","title":"Time for Medicine and Public Health to Leave Platform X","year":2024,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vetenskapsrådet; Forskningsrådet i Sydöstra Sverige","keywords":"Social media; Microblogging; Public relations; Knowledge translation; The Internet; Government (linguistics); Internet privacy; Digital media; Computer science; Knowledge management; World Wide Web; Business; Political science","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":[0.003960082,0.0005574076,0.0006368825,0.0008162009,0.004815442,0.008602208,0.001468278,0.008425545,0.1366968],"category_scores_gemma":[0.01671023,0.0002951802,0.0006590064,0.001017886,0.002622634,0.006523491,0.008580605,0.008401294,0.03320036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002536407,"about_ca_system_score_gemma":0.01025275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002755377,"about_ca_topic_score_gemma":0.003817646,"domain_scores_codex":[0.9971607,0.0007367842,0.0001202298,0.0004113795,0.000631394,0.0009395661],"domain_scores_gemma":[0.9844194,0.004313486,0.001574735,0.0007391105,0.001315843,0.007637358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002195934,0.00007641217,0.003804518,0.0008046165,0.00002477506,0.0004177931,0.001229662,0.00007359638,0.0005747941,0.02601185,0.8113675,0.1553951],"study_design_scores_gemma":[0.00004025842,0.00009670847,0.007494485,0.001083439,0.00001684008,0.0003725469,0.002309179,0.00007899245,0.0001504599,0.008246584,0.9800826,0.00002797118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0135353,0.0196338,0.001015101,0.7611544,0.07347652,0.0001151995,0.001888221,0.0005797399,0.1286018],"genre_scores_gemma":[0.1850289,0.02487207,0.002471468,0.4692866,0.07931665,0.0005960172,0.002410772,0.0007534496,0.2352642],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1366968,"threshold_uncertainty_score":0.4572963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1408891410377615,"score_gpt":0.5094742741669888,"score_spread":0.3685851331292272,"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."}}