{"id":"W4251892392","doi":"10.3410/f.726090987.793515538","title":"Faculty Opinions recommendation of Functional and anatomic esophagogastic junction outflow obstruction: manometry, timed barium esophagram findings, and treatment outcomes.","year":2016,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Barium; Medicine; Outflow; Esophagogastric junction; Internal medicine; Materials science; Physics","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":[0.001592997,0.001226786,0.001584251,0.002512231,0.0004575922,0.002195308,0.002439599,0.001763118,0.0858697],"category_scores_gemma":[0.01744238,0.0005317162,0.001860833,0.00356904,0.0002655868,0.001528749,0.001709992,0.001633781,0.046032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100476,"about_ca_system_score_gemma":0.002914841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01507639,"about_ca_topic_score_gemma":0.03155019,"domain_scores_codex":[0.9984307,0.0002012506,0.0003573461,0.0004821397,0.0003410142,0.000187651],"domain_scores_gemma":[0.9934956,0.001353489,0.001759486,0.001129764,0.001512979,0.0007487313],"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":[0.0002712735,0.00003621801,0.01198868,0.00131707,0.0001963277,0.00002837356,0.00001473791,0.0001812933,0.0001086245,0.0002939659,0.9805125,0.005050933],"study_design_scores_gemma":[0.001937295,0.00007512246,0.07920386,0.002668679,0.0004352727,0.0003425489,0.0001066155,0.001279213,0.000642713,0.002079303,0.9111326,0.00009675969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002886596,0.00006934798,0.00004951286,0.0001261579,0.00002752037,0.00001882543,0.9986454,0.00007981431,0.0006947432],"genre_scores_gemma":[0.002025852,0.0001357597,0.0003029478,0.0001781242,0.00003332042,0.0001380224,0.995873,0.00004877863,0.00126423],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0858697,"threshold_uncertainty_score":0.2872627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03142959653145365,"score_gpt":0.3351835589339018,"score_spread":0.3037539624024481,"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."}}