{"id":"W4323036030","doi":"10.1177/01455613231162203","title":"Retrograde cricopharyngeus dysfunction: A Canadian experience fueled by social media","year":2023,"lang":"en","type":"article","venue":"Ear Nose & Throat Journal","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Social media; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006592677,0.0006777043,0.0005140238,0.001763947,0.02244351,0.00354824,0.0009994393,0.002361053,0.007352658],"category_scores_gemma":[0.003611434,0.0004434053,0.0004478095,0.003578352,0.003275295,0.001477614,0.003014882,0.004875959,0.000628462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02401971,"about_ca_system_score_gemma":0.04013165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9465692,"about_ca_topic_score_gemma":0.977612,"domain_scores_codex":[0.9987773,0.00009179903,0.00003994489,0.000109202,0.0004456236,0.0005360984],"domain_scores_gemma":[0.9970093,0.0002882906,0.0003225766,0.00006010117,0.0008239183,0.001495841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005003166,0.0005085676,0.3140835,0.0003775122,0.0001695996,0.2637601,0.2634377,0.000352594,0.004111846,0.01129853,0.07616335,0.06523641],"study_design_scores_gemma":[0.0000597967,0.0002304725,0.2335992,0.0007717014,0.0001526995,0.1525519,0.4506913,0.0005768545,0.0005152932,0.001544336,0.1589081,0.0003983856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9064185,0.004798244,0.0004137309,0.03854898,0.001143061,0.00007941225,0.0008850636,0.0000557574,0.04765724],"genre_scores_gemma":[0.9802449,0.005750451,0.0003359934,0.003681312,0.0003649996,0.000013823,0.0002391994,0.00005548951,0.009313772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0534308,"threshold_uncertainty_score":0.1742761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032248222529504,"score_gpt":0.2906791442938477,"score_spread":0.2603566620685527,"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."}}