{"id":"W4403301666","doi":"10.1152/ajpgi.00257.2024","title":"Hatching the EGG","year":2024,"lang":"en","type":"article","venue":"American Journal of Physiology-Gastrointestinal and Liver Physiology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Health Research Council of New Zealand","keywords":"Hatching; Zoology; Biology; Animal science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001566786,0.0006958327,0.0004222124,0.0004961002,0.0008538902,0.000832779,0.0006084727,0.000962506,0.06323234],"category_scores_gemma":[0.0008409058,0.0004386391,0.0005999391,0.0001424865,0.0004587896,0.0004883313,0.001347447,0.001854348,0.03524905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004378976,"about_ca_system_score_gemma":0.0006013334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002626862,"about_ca_topic_score_gemma":0.006170366,"domain_scores_codex":[0.9998487,0.00001320161,0.000007309423,0.00005950825,0.00004071103,0.00003048226],"domain_scores_gemma":[0.9995053,0.00005183826,0.00003917547,0.0001066912,0.00009440751,0.000202576],"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":[0.0005567675,0.0000718275,0.007297843,0.0004818637,0.00006520625,0.002252876,0.0007229547,0.0005784488,0.7911659,0.007148978,0.03359956,0.1560578],"study_design_scores_gemma":[0.000184952,0.001164482,0.1019076,0.0004883803,0.0001331386,0.005527101,0.001258415,0.001537937,0.2429952,0.003913108,0.6407531,0.0001364883],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.252852,0.006026642,0.04310733,0.004613306,0.004837228,0.00109406,0.005189145,0.006189304,0.676091],"genre_scores_gemma":[0.3218121,0.001325129,0.02180449,0.001925379,0.0002404268,0.0002591011,0.003017491,0.001340919,0.648275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06323234,"threshold_uncertainty_score":0.2115332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025532308105657,"score_gpt":0.2499182551266031,"score_spread":0.2396629320455466,"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."}}