{"id":"W2892283371","doi":"10.1161/circulationaha.118.035427","title":"Small SeP or Giant Leap for Pulmonary Hypertension Research?","year":2018,"lang":"en","type":"letter","venue":"Circulation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Pulmonary hypertension; Internal medicine; Cardiology; Research centre; Library science","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":[0.004311582,0.0007198612,0.001870969,0.00113675,0.004128293,0.004321576,0.001459828,0.0512602,0.01337339],"category_scores_gemma":[0.03379124,0.0005856804,0.001105397,0.0007845071,0.00447693,0.006718997,0.002669854,0.03402629,0.00688102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003221161,"about_ca_system_score_gemma":0.004591538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001559825,"about_ca_topic_score_gemma":0.003509313,"domain_scores_codex":[0.9966605,0.001330972,0.0004789041,0.0003762426,0.0006952186,0.0004582012],"domain_scores_gemma":[0.986305,0.007491842,0.0008955315,0.0004253624,0.00160934,0.003272837],"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":[0.00008687453,0.00006439954,0.001184804,0.0001465465,0.00002383849,0.005596702,0.0001464998,0.00003893752,0.0001296618,0.007130087,0.9591526,0.02629909],"study_design_scores_gemma":[0.0005068488,0.0001430073,0.001465153,0.001813919,0.00007686231,0.01123069,0.0009370692,0.0003397073,0.0002017311,0.05958731,0.9236119,0.00008576622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002074773,0.003557815,0.000046053,0.9850104,0.009324539,0.000005300125,0.00001955771,0.00001007309,0.001818781],"genre_scores_gemma":[0.005476175,0.006048843,0.0003255914,0.835376,0.1479125,0.00004543644,0.0000368275,0.00001708064,0.004761556],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0512602,"threshold_uncertainty_score":0.04473847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2488523463061726,"score_gpt":0.3693166249644545,"score_spread":0.1204642786582819,"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."}}