{"id":"W4320492395","doi":"10.3390/life13020500","title":"The Unresolved Methodological Challenge of Detecting Neuroplastic Changes in Astronauts","year":2023,"lang":"en","type":"article","venue":"Life","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Canadian Space Agency","keywords":"Spaceflight; Neuroimaging; Neuroplasticity; Neuroscience; Weightlessness; Psychology; Engineering","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":[0.04970773,0.0008589427,0.001133732,0.001716509,0.002129898,0.003936963,0.002848182,0.001819993,0.002405285],"category_scores_gemma":[0.1101394,0.000940765,0.0007041274,0.001636379,0.004963521,0.002296329,0.003382311,0.002707595,0.001312126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000837633,"about_ca_system_score_gemma":0.002844401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643756,"about_ca_topic_score_gemma":0.006500863,"domain_scores_codex":[0.9765058,0.01350983,0.002193173,0.003464969,0.003854841,0.0004714017],"domain_scores_gemma":[0.9561328,0.0172048,0.004999222,0.01318343,0.007849062,0.0006306423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002683545,0.0004054155,0.1066301,0.007676004,0.002669755,0.001603622,0.01084488,0.008061009,0.30853,0.062452,0.02267729,0.4657664],"study_design_scores_gemma":[0.0003199629,0.002462113,0.324398,0.00354458,0.001924684,0.006550305,0.007212565,0.02631341,0.1565123,0.2650669,0.2052007,0.0004945538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.152421,0.01109963,0.7988304,0.01254253,0.004082065,0.00162966,0.002223686,0.001700842,0.01547027],"genre_scores_gemma":[0.3662052,0.004397304,0.6133263,0.005164567,0.001372227,0.00407019,0.001108355,0.001072587,0.003283274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04970773,"threshold_uncertainty_score":0.2628827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133039595640188,"score_gpt":0.3681781563612395,"score_spread":0.2351385607210515,"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."}}