{"id":"W4282829776","doi":"10.1089/jamp.2022.29062.arm","title":"Empirical Deposition Correlations","year":2022,"lang":"en","type":"review","venue":"Journal of Aerosol Medicine and Pulmonary Drug Delivery","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Deposition (geology); Respiratory tract; Aerosol; Nose; Throat; Biomedical engineering; Respiratory system; Medicine; Internal medicine; Surgery; Biology; Meteorology; Physics","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":[0.004624263,0.002950106,0.002425991,0.004782353,0.0005120319,0.002043643,0.003507225,0.002025838,0.008503999],"category_scores_gemma":[0.0112379,0.001152017,0.002440904,0.004255397,0.001079948,0.003550515,0.001401351,0.00226847,0.00700553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141521,"about_ca_system_score_gemma":0.001689922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004191206,"about_ca_topic_score_gemma":0.003458018,"domain_scores_codex":[0.9964626,0.0007683395,0.0003884438,0.0007433046,0.001495312,0.0001420345],"domain_scores_gemma":[0.9934848,0.003623796,0.0008833691,0.0004107219,0.001537528,0.00005978245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002361926,0.0003045038,0.01744096,0.02038729,0.001103183,0.0009019105,0.0003707301,0.1131865,0.01043638,0.05229384,0.0476819,0.7356566],"study_design_scores_gemma":[0.0001035691,0.00107636,0.0276727,0.007002092,0.001704428,0.007036943,0.0005254828,0.2415438,0.03844261,0.06727885,0.6070423,0.0005707375],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02447037,0.563934,0.3359573,0.001806452,0.001914404,0.0008462555,0.009294441,0.001728704,0.0600481],"genre_scores_gemma":[0.2313758,0.6130836,0.1124695,0.001499487,0.001524242,0.00122921,0.008165007,0.0007386061,0.02991462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008503999,"threshold_uncertainty_score":0.0284487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07974974582899176,"score_gpt":0.3529597268004568,"score_spread":0.273209980971465,"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."}}