{"id":"W4386915608","doi":"10.1164/rccm.202305-0800le","title":"Win Statistics in Pulmonary Arterial Hypertension Clinical Trials","year":2023,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Clinical trial; Pulmonary hypertension; Intensive care medicine; Cardiology; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07108034,0.001154079,0.00347478,0.002266271,0.004472433,0.0101502,0.003011805,0.03834994,0.01823431],"category_scores_gemma":[0.2956197,0.001704242,0.001969517,0.002600556,0.005034023,0.006554052,0.003701264,0.03378201,0.02099804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005798091,"about_ca_system_score_gemma":0.01064951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003732206,"about_ca_topic_score_gemma":0.007421064,"domain_scores_codex":[0.9246734,0.0484879,0.008671869,0.003770135,0.0122665,0.002130203],"domain_scores_gemma":[0.6895068,0.2472643,0.01861176,0.007885815,0.02416653,0.0125648],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001667011,0.000008981659,0.0002744104,0.00005148119,0.0000243394,0.00009722039,0.0000313511,0.00006329474,0.00003657215,0.002125386,0.9865484,0.01057196],"study_design_scores_gemma":[0.001781312,0.0003082189,0.002230641,0.001291493,0.000123937,0.0006833402,0.0001332684,0.002525433,0.0003674668,0.0407381,0.9496506,0.0001661583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003897938,0.002884775,0.001352589,0.959142,0.02349915,0.0001245775,0.0005081695,0.0003357102,0.01176322],"genre_scores_gemma":[0.005600038,0.001227425,0.002220895,0.9287719,0.0534954,0.0005675581,0.0002252246,0.0001778573,0.007713808],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9289197,"threshold_uncertainty_score":0.3759133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472334611675806,"score_gpt":0.4456914190217131,"score_spread":0.2984579578541325,"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."}}