{"id":"W4399761234","doi":"10.1016/j.drudis.2024.104065","title":"Inhaled heparin: Past, present, and future","year":2024,"lang":"en","type":"review","venue":"Drug Discovery Today","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Heparin; Medicine; Intensive care medicine; Anticoagulant; Clinical Practice; Pharmacology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002464204,0.0006420253,0.001761008,0.0003880683,0.0001003841,0.0002196702,0.0001590376,0.000428248,0.0001519139],"category_scores_gemma":[0.000009031447,0.0004092383,0.0007171697,0.0004222675,0.0001251433,0.0001943535,0.0002478153,0.0009210467,0.0005826319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193849,"about_ca_system_score_gemma":0.0004219901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007690064,"about_ca_topic_score_gemma":0.000002592851,"domain_scores_codex":[0.9975983,0.0001714499,0.0006815637,0.0007557822,0.0004228675,0.0003700464],"domain_scores_gemma":[0.9988122,0.00008250973,0.0001985988,0.0006143109,0.00005545749,0.0002369333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002221791,0.00009683988,0.000008918551,0.03490661,0.0005122409,0.0008659229,0.0001790211,2.090151e-7,3.88461e-7,0.0004633438,0.1672548,0.7956895],"study_design_scores_gemma":[0.0003125925,0.0000313386,0.000004611305,0.008715629,0.002514606,0.0005413545,0.00008715743,0.000008577122,0.000001972426,0.00001329608,0.9873585,0.0004103978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005289863,0.9789257,0.000003003256,0.001145461,0.001702285,0.001089198,0.0001320017,0.0001475386,0.01680191],"genre_scores_gemma":[0.00001957412,0.9278015,0.00001671797,0.0003805284,0.01063381,0.00009566086,0.0003531574,0.0001195237,0.06057948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8201036,"threshold_uncertainty_score":0.999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400836154825185,"score_gpt":0.3209641543306668,"score_spread":0.296955792782415,"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."}}