{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002764022,0.0009985366,0.001083486,0.00151363,0.004935266,0.005246621,0.001033455,0.001448268,0.4724504],"category_scores_gemma":[0.01844932,0.000795576,0.0003215699,0.001441254,0.001499671,0.003584926,0.004592907,0.003925435,0.2305243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003100553,"about_ca_system_score_gemma":0.007193665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004918215,"about_ca_topic_score_gemma":0.008976902,"domain_scores_codex":[0.9964767,0.0008652078,0.0001826993,0.0007144803,0.001465486,0.0002954358],"domain_scores_gemma":[0.9890838,0.001697334,0.0006724655,0.0007611634,0.003430423,0.004354818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005214836,0.0000331571,0.0002354099,0.0002190665,0.000003538845,0.0004665755,0.002208086,0.00003060996,0.0006046187,0.003929728,0.9447003,0.04751679],"study_design_scores_gemma":[0.000003105406,0.000007830754,0.0001691923,0.00008870078,6.868956e-7,0.0003272964,0.0006691025,0.00001701793,0.00007036578,0.0002306305,0.9984091,0.000006905123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01004315,0.04310423,0.007624879,0.1591984,0.1022125,0.0007575067,0.009492936,0.003943663,0.6636226],"genre_scores_gemma":[0.03081981,0.008569672,0.003292413,0.01762268,0.004420438,0.0005064131,0.0006703425,0.002054444,0.9320439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4724504,"threshold_uncertainty_score":0.7524854,"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."}}