{"id":"W2943143929","doi":"10.1017/cem.2019.175","title":"MP40: Psychological distress in patients following pulmonary embolism diagnosis","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Distress; Anxiety; Panic disorder; Pulmonary embolism; Psychiatry; Depression (economics); Panic; Clinical psychology; Surgery","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":[0.0005608526,0.0003781915,0.000419062,0.0008861333,0.001085953,0.001071669,0.0003798165,0.001386395,0.005850662],"category_scores_gemma":[0.007014651,0.0001816187,0.0006336247,0.0009241284,0.0003007344,0.0005918933,0.001135624,0.001649737,0.0006116474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007088833,"about_ca_system_score_gemma":0.0008219202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004393919,"about_ca_topic_score_gemma":0.005786284,"domain_scores_codex":[0.9992102,0.0001884728,0.0001091555,0.0000597651,0.0001703508,0.0002620347],"domain_scores_gemma":[0.9974485,0.0005081059,0.00100054,0.00003159753,0.0002578317,0.0007533893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003394431,0.0002078678,0.9851275,0.0001224542,0.00008414187,0.002310885,0.0009013174,0.00006963802,0.0002423752,0.00008550433,0.002274447,0.008234412],"study_design_scores_gemma":[0.00001412733,0.0002131901,0.9937339,0.00006908963,0.00004924121,0.002475345,0.00223,0.00009938864,0.00005297655,0.00009894311,0.0009453871,0.00001838095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991891,0.0008089283,0.00006432333,0.001431549,0.0001201481,0.00006861617,0.000556575,0.000008926038,0.005049852],"genre_scores_gemma":[0.9977742,0.0004438225,0.0001368465,0.0004030835,0.0001384208,0.00005140177,0.0003830506,0.000002422043,0.0006667332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005850662,"threshold_uncertainty_score":0.01957244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05091492519310473,"score_gpt":0.3575138959616478,"score_spread":0.3065989707685431,"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."}}