{"id":"W4414645643","doi":"10.22541/au.175925531.13966158/v1","title":"Proton Pump Inhibitors in children","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Adverse effect; Focus (optics); Proton; Pharmacovigilance; Event (particle physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002333933,0.0001660747,0.0003495391,0.00009390689,0.00002725939,0.0000191178,0.00009072747,0.000191461,0.0004268854],"category_scores_gemma":[0.0001580605,0.0001229012,0.00009160915,0.0001211832,0.00003157268,0.0000276046,0.0006908762,0.0009988159,0.00003688351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007943917,"about_ca_system_score_gemma":0.0001207745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008202987,"about_ca_topic_score_gemma":0.00002689077,"domain_scores_codex":[0.9990141,0.00004202062,0.0002546332,0.0003226166,0.0001722412,0.0001944209],"domain_scores_gemma":[0.9995365,0.00007147125,0.00006191756,0.0002171764,0.00003493249,0.00007800097],"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":[0.0002809676,0.0004544816,0.9496405,0.001101673,0.0004464322,0.00002560021,0.0001329654,0.00001363575,0.00003581813,0.0002869874,0.006276777,0.04130423],"study_design_scores_gemma":[0.003770405,0.0001949717,0.4004017,0.002123577,0.0006529006,0.00003032711,0.0001126415,0.0005546693,0.01410708,0.002067798,0.575304,0.000679882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.428525,0.003212708,0.00002905279,0.02351137,0.0006213726,0.006222663,0.00002743517,0.0001601578,0.5376903],"genre_scores_gemma":[0.9782553,0.004306987,0.0005622739,0.004544181,0.0006355118,0.000742307,0.00007067241,0.00001688385,0.01086589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5690272,"threshold_uncertainty_score":0.5011764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04750508634995518,"score_gpt":0.3967187052683663,"score_spread":0.3492136189184111,"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."}}