{"id":"W4388554889","doi":"10.3390/life13112183","title":"Predicting Bone Adaptation in Astronauts during and after Spaceflight","year":2023,"lang":"en","type":"article","venue":"Life","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; Japan Aerospace Exploration Agency; National Aeronautics and Space Administration","keywords":"Spaceflight; Quantitative computed tomography; Population; Adaptation (eye); Weightlessness; Biomedical engineering; Nuclear medicine; Computer science; Bone density; Medicine; Physics; Pathology; Osteoporosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008404096,0.0005071428,0.0004647561,0.0004585047,0.0002660118,0.0004423357,0.0007198132,0.0007705208,0.0004466384],"category_scores_gemma":[0.002687082,0.0004275214,0.0004579244,0.0003472228,0.0003942241,0.0003168112,0.0006216188,0.000356907,0.0001249416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004695311,"about_ca_system_score_gemma":0.0008562033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02201949,"about_ca_topic_score_gemma":0.0225231,"domain_scores_codex":[0.9997986,0.00005183795,0.000009152831,0.00008659155,0.00003298878,0.00002074844],"domain_scores_gemma":[0.9995153,0.0002671909,0.00009408076,0.00004654902,0.00004654236,0.00003026582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002578887,0.0001002901,0.09964829,0.00003836681,0.00008605351,0.0001505867,0.0002072584,0.8672175,0.008816094,0.0003596964,0.0001517557,0.02296627],"study_design_scores_gemma":[0.000006283125,0.00007090086,0.02509458,0.000003479298,0.000009490926,0.00005722899,0.0000450066,0.9732178,0.001035845,0.0003376042,0.0001094863,0.00001224559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345177,0.00007401904,0.06474517,0.00004654862,0.000005613547,0.00003000178,0.0001836203,0.0001495073,0.0002477131],"genre_scores_gemma":[0.9844259,0.00004675262,0.01500974,0.00001498991,0.000004022369,0.00004130545,0.0001877764,0.00002039646,0.0002491955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02201949,"threshold_uncertainty_score":0.04378259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082065328254503,"score_gpt":0.2509950595525897,"score_spread":0.2401744062700447,"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."}}