{"id":"W4415619271","doi":"10.1002/hem3.70232","title":"Choosing words wisely: Language, metaphor, and psychological challenges after pulmonary embolism","year":2025,"lang":"en","type":"article","venue":"HemaSphere","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"Wellcome Trust","keywords":"Hypervigilance; Anxiety; Depression (economics); Mental health; Normative; Population; Cohort; Perspective (graphical)","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":[0.001628795,0.0004481673,0.0003961656,0.0007422921,0.002251935,0.003225947,0.0006689382,0.001567789,0.002665722],"category_scores_gemma":[0.0133985,0.0001999231,0.0003013176,0.000748453,0.003248858,0.003914805,0.002427642,0.002444509,0.0004206337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313404,"about_ca_system_score_gemma":0.00155626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00195252,"about_ca_topic_score_gemma":0.003456136,"domain_scores_codex":[0.9983093,0.0009419518,0.00007898449,0.0000959874,0.0003078697,0.0002658983],"domain_scores_gemma":[0.9966515,0.001865467,0.0009003062,0.00007847014,0.0001935989,0.0003107559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003218328,0.0009552178,0.1214373,0.0009723027,0.0001082365,0.02489769,0.7151772,0.0002537697,0.003586387,0.01110672,0.02265349,0.09852974],"study_design_scores_gemma":[0.00005777397,0.0005455569,0.1239074,0.001320101,0.0001019745,0.04463889,0.7746127,0.0008391993,0.0005283358,0.01556909,0.03771598,0.0001630492],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640704,0.01152599,0.0008814337,0.01279327,0.0003295232,0.00004938162,0.00004707441,0.00002339868,0.01027961],"genre_scores_gemma":[0.9931461,0.002916811,0.0003866054,0.002276523,0.0001090875,0.00002259521,0.00003002788,0.00001330665,0.00109905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003225947,"threshold_uncertainty_score":0.009529471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149613265867566,"score_gpt":0.3591128723692122,"score_spread":0.3276167397105366,"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."}}