{"id":"W4396932625","doi":"10.62438/tunismed.v102i5.4871","title":"What constitutes an obstructive ventilatory impairment in a pediatric population? A study design","year":2024,"lang":"en","type":"article","venue":"La Tunisie Médicale","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pediatrics; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01514935,0.0008988822,0.001059664,0.001732215,0.001191808,0.0008615535,0.00101978,0.001476082,0.00495129],"category_scores_gemma":[0.007633225,0.0006583745,0.001343296,0.001847428,0.001449043,0.001105466,0.001146,0.000683319,0.0007040976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009076426,"about_ca_system_score_gemma":0.002297032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300619,"about_ca_topic_score_gemma":0.001695534,"domain_scores_codex":[0.9891767,0.007633074,0.0009364897,0.001027612,0.0007416885,0.0004844104],"domain_scores_gemma":[0.9940947,0.002183273,0.001895386,0.0004502772,0.0007706285,0.0006057571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006370038,0.004266958,0.9744607,0.001077913,0.0004600816,0.0002664514,0.001139005,0.0001517629,0.0008072958,0.000562463,0.0003934753,0.01004393],"study_design_scores_gemma":[0.003614325,0.09206396,0.8879988,0.0006976053,0.001008442,0.000922513,0.005195992,0.000911715,0.000748972,0.0008857374,0.005888061,0.00006395953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738452,0.002171735,0.003357581,0.0003232791,0.0001284008,0.01694297,0.001077401,0.0000141535,0.002139221],"genre_scores_gemma":[0.9477172,0.0008652757,0.008241005,0.001171794,0.0002291708,0.03986284,0.0008867968,0.00000766292,0.001018209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01514935,"threshold_uncertainty_score":0.08011842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02667957356837736,"score_gpt":0.3329520192399535,"score_spread":0.3062724456715762,"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."}}