{"id":"W4247318954","doi":"10.1242/dmm.048914","title":"First person – Pranidhi Baddam","year":2021,"lang":"en","type":"article","venue":"Disease Models & Mechanisms","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypoplasia; Obstructive sleep apnea; Medicine; Psychology; Anatomy; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001070411,0.0001998905,0.0001577768,0.00008020638,0.0004558964,0.0002300108,0.0003417484,0.00004743578,0.000519871],"category_scores_gemma":[0.0004121631,0.0001957468,0.0001567322,0.0004052339,0.00006757656,0.0005679322,0.0000923826,0.0001309798,0.0002306208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003475696,"about_ca_system_score_gemma":0.0001779336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002767677,"about_ca_topic_score_gemma":0.000006498123,"domain_scores_codex":[0.9977551,0.0001209535,0.0001694934,0.0008260263,0.0007137203,0.0004147615],"domain_scores_gemma":[0.9988039,0.00005538845,0.00006361573,0.0005098917,0.00007123099,0.0004959812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005042868,0.0002847184,0.000005421221,0.000029315,0.000001960924,0.0007430624,0.0002697388,0.00554209,0.5319423,0.4592557,0.0007035381,0.001171723],"study_design_scores_gemma":[0.0007120494,0.00008092893,0.00007538831,0.00003367872,0.00003266128,0.00003222974,0.0001644179,0.4118544,0.4985034,0.08142026,0.006598737,0.0004917849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3336444,0.0003142017,0.6200566,0.01723932,0.002970968,0.001080277,0.0002627232,0.001065615,0.0233659],"genre_scores_gemma":[0.9862781,0.00004234171,0.0008805085,0.009110767,0.00006019349,0.00005261643,0.000005869687,0.00003203109,0.003537605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6526337,"threshold_uncertainty_score":0.7982321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06420698586057315,"score_gpt":0.262950504237318,"score_spread":0.1987435183767448,"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."}}