{"id":"W4404994203","doi":"10.1684/hpg.2024.2836","title":"Hepatopulmonary syndrome: a wealth of Canadian informations","year":2024,"lang":"en","type":"article","venue":"Hépato-Gastro & Oncologie Digestive","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hepatopulmonary syndrome; Business; Medicine; Internal medicine; Liver transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002070162,0.0005517351,0.0005337457,0.0226924,0.002035699,0.002817599,0.0007154697,0.0006869842,0.02524854],"category_scores_gemma":[0.01783829,0.0002645497,0.0005692857,0.03394704,0.0008471233,0.00118434,0.001163806,0.0008732695,0.002860639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01625356,"about_ca_system_score_gemma":0.04864644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9222728,"about_ca_topic_score_gemma":0.9438951,"domain_scores_codex":[0.9972886,0.0002671765,0.000331846,0.0001624109,0.001614208,0.0003357564],"domain_scores_gemma":[0.9824873,0.003326725,0.001289523,0.0004179877,0.01112719,0.001351388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002574053,0.00005213636,0.05376855,0.003119246,0.000116789,0.001551311,0.001435148,0.0002017382,0.000643904,0.005016677,0.5782661,0.3555709],"study_design_scores_gemma":[0.00002902161,0.00001973106,0.1046626,0.004649911,0.0002046695,0.001816651,0.001915786,0.0001196531,0.0002737932,0.0006452622,0.8855793,0.00008360246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04746756,0.288476,0.001446073,0.06990387,0.002744138,0.0004923767,0.1271191,0.0004265213,0.4619243],"genre_scores_gemma":[0.2515921,0.5986148,0.005642143,0.01734284,0.00235702,0.0002338006,0.06502678,0.0003622253,0.05882827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0777272,"threshold_uncertainty_score":0.1563699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538116724480239,"score_gpt":0.2910127256465649,"score_spread":0.2656315584017625,"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."}}