{"id":"W2988018214","doi":"10.1182/blood-2019-122053","title":"Pulmonary Embolism Home Treatment: What GP Want?","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Pulmonary embolism; Pediatrics; Clinical trial; Family medicine; Emergency medicine; Outpatient clinic; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005576236,0.0001754051,0.0003619951,0.00007580502,0.0004008364,0.00003520324,0.0001374593,0.0002691608,0.00201772],"category_scores_gemma":[0.00004395445,0.0001313048,0.00007754601,0.0001419782,0.00001362195,0.0007188548,0.00005339925,0.0003488125,0.009240687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006684378,"about_ca_system_score_gemma":0.0003456517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135945,"about_ca_topic_score_gemma":0.00009576138,"domain_scores_codex":[0.9975961,0.0008609302,0.0004405179,0.000321734,0.0002060798,0.0005745656],"domain_scores_gemma":[0.9982548,0.0006953618,0.000234961,0.0005203357,0.00008081682,0.0002136681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003103316,0.002898105,0.6718884,0.003651911,0.0006384855,0.0006432892,0.04688124,0.000002068281,0.004356334,0.0173416,0.00352093,0.2478673],"study_design_scores_gemma":[0.002447927,0.0003301122,0.04212986,0.0006362881,0.00007613005,0.0000600861,0.0113992,0.00001496857,0.00008818973,0.0005497701,0.94198,0.0002874813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087071,0.00436271,0.000001441947,0.006094273,0.003110776,0.001193441,0.00002626565,0.0001436915,0.07636032],"genre_scores_gemma":[0.9685959,0.002633614,0.00006878147,0.0008644318,0.0009746421,0.0001431168,0.00002568971,0.00003809308,0.02665572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.938459,"threshold_uncertainty_score":0.9988946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07305769164123779,"score_gpt":0.4241323264323346,"score_spread":0.3510746347910968,"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."}}