{"id":"W4252633523","doi":"10.18653/v1/2021.smm4h-1","title":"Proceedings of the Sixth Social Media Mining for Health (#SMM4H) Workshop and Shared Task","year":2021,"lang":"en","type":"paratext","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Agency of Canada; Vector Institute","funders":"University of Toronto; Public Health Agency; Public Health Agency of Canada; Université Laval","keywords":"Task (project management); Computer science; Social media; Data science; World Wide Web; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01773092,0.002365209,0.003013999,0.003292338,0.003153639,0.009563061,0.003639585,0.004830604,0.1336668],"category_scores_gemma":[0.02230075,0.0009515855,0.00296717,0.001964982,0.001255528,0.00810387,0.0140449,0.006062677,0.07384729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002026564,"about_ca_system_score_gemma":0.005952127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009456779,"about_ca_topic_score_gemma":0.02580903,"domain_scores_codex":[0.9910295,0.003795985,0.0003258422,0.001114906,0.00279279,0.0009409577],"domain_scores_gemma":[0.9743612,0.006995157,0.0003268756,0.002237867,0.00774821,0.00833064],"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":[0.0001909189,0.000141033,0.0002341997,0.0001609231,0.00003373919,0.00005468729,0.000162166,0.0001928215,0.0007728036,0.001104166,0.9516727,0.04527986],"study_design_scores_gemma":[0.0001276738,0.0001327568,0.001650761,0.0001806252,0.00005248339,0.00008098045,0.000574336,0.004734575,0.00162145,0.007641833,0.9831389,0.00006365855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01866128,0.01779575,0.2849528,0.2341228,0.1923997,0.003597742,0.09209937,0.02510596,0.1312646],"genre_scores_gemma":[0.02113316,0.004106968,0.106065,0.01395133,0.01937776,0.002151736,0.1079178,0.01005428,0.715242],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1336668,"threshold_uncertainty_score":0.4471599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1582923988717559,"score_gpt":0.4386952420390883,"score_spread":0.2804028431673324,"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."}}