{"id":"W2098957655","doi":"10.1016/j.cmpb.2015.01.005","title":"Short term oxygen therapy effects in hypoxemic patients measured by drawing analysis","year":2015,"lang":"en","type":"article","venue":"Computer Methods and Programs in Biomedicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"European Regional Development Fund; Ministerio de Economía y Competitividad; Federación Española de Enfermedades Raras; Mountain Equipment Co-operative","keywords":"Hypoxemia; Psychomotor learning; Wilcoxon signed-rank test; Medicine; Basal (medicine); Oxygen therapy; Mann–Whitney U test; Anesthesia; Internal medicine; Cognition","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002111541,0.0003024227,0.0008796821,0.0008708385,0.00003791351,0.00003822991,0.0001966811,0.0001554829,0.000009714356],"category_scores_gemma":[0.0001011967,0.0002321076,0.0001213882,0.002197576,0.0002929906,0.00009596351,0.0001581472,0.0003613158,0.000001511806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002984023,"about_ca_system_score_gemma":0.00009169472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001676149,"about_ca_topic_score_gemma":0.000009623897,"domain_scores_codex":[0.9969825,0.0006715154,0.0005101776,0.0006716679,0.0006149904,0.0005491578],"domain_scores_gemma":[0.9985627,0.0002173089,0.00006604338,0.0004364324,0.0001790584,0.0005384866],"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":[0.0001794504,0.0004055031,0.4588272,0.0001177691,0.0001942445,0.00005832395,0.0004235206,9.407799e-7,0.000723173,0.000001885532,0.00007988798,0.5389881],"study_design_scores_gemma":[0.006636856,0.0008958316,0.9812307,0.0002730133,0.0001597425,0.00001142792,0.00006842649,0.007927247,0.0001945221,0.0002164315,0.002145522,0.0002402354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661635,0.009851193,0.02167546,0.0003352643,0.0002923393,0.001524369,0.000005058077,0.00005825576,0.00009454215],"genre_scores_gemma":[0.9153388,0.0002297926,0.08348376,0.0002345849,0.0002191529,0.0001239515,0.0003031086,0.00003573992,0.00003113935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5387479,"threshold_uncertainty_score":0.9465072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06095240257871432,"score_gpt":0.3801164885798148,"score_spread":0.3191640860011005,"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."}}