{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003060616,0.0001745753,0.0002828964,0.0002702617,0.0005780456,0.00009499979,0.0001609535,0.0001414285,0.002398174],"category_scores_gemma":[0.0002719452,0.0001559252,0.0001703452,0.0007294916,0.0001169578,0.0002127259,0.00002377878,0.0006211206,0.0007677818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002114761,"about_ca_system_score_gemma":0.0004769334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001967334,"about_ca_topic_score_gemma":0.005954983,"domain_scores_codex":[0.9982315,0.00006574003,0.0002785214,0.0002223501,0.0005616262,0.0006403133],"domain_scores_gemma":[0.9989461,0.00005185449,0.00008290249,0.0001569083,0.0001124445,0.0006498393],"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":[0.0001545839,0.0001136906,0.0199419,0.00002544242,0.0001514823,0.001976226,0.01869002,0.000001177359,0.006430545,0.00006946766,0.9269749,0.02547057],"study_design_scores_gemma":[0.007137692,0.0006701979,0.2618043,0.0001557729,0.0002841464,0.002453493,0.03660725,0.0001311659,0.001622014,0.0007505388,0.6875717,0.0008116904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730971,0.001038933,0.00003233334,0.01822374,0.001589305,0.0001616944,0.00002097906,0.0001426442,0.005693306],"genre_scores_gemma":[0.9938563,0.0006441298,0.00009417336,0.001762408,0.001669663,0.00001060613,0.0000512986,0.00003930976,0.001872149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2418624,"threshold_uncertainty_score":0.9985138,"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."}}