{"id":"W4394013240","doi":"10.26443/msurj.v19i1.221","title":"Orthopedics in Space Travel: Developing Procedures to Evaluate the Safety of Implants Amidst the Rise of Commercial Space Tourism","year":2024,"lang":"en","type":"article","venue":"McGill Science Undergraduate Research Journal","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Space (punctuation); Tourism; Orthopedic surgery; Engineering; Business; Transport engineering; Medicine; Computer science; Political science; Surgery; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02087288,0.0002125094,0.0004506203,0.001152803,0.0009836053,0.0001090641,0.001012566,0.00009796334,0.00001928988],"category_scores_gemma":[0.004965748,0.0001046328,0.0001204652,0.004643961,0.002149309,0.0002117002,0.0004329126,0.001581091,0.00002316569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007368061,"about_ca_system_score_gemma":0.003133996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003980529,"about_ca_topic_score_gemma":0.0009224967,"domain_scores_codex":[0.9941546,0.0009958581,0.000646322,0.0004458791,0.002648419,0.001108887],"domain_scores_gemma":[0.9964308,0.001601454,0.0001213619,0.0004470157,0.001033216,0.0003661944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004514705,0.0006225593,0.03674874,0.001488644,0.0004952679,0.00192378,0.008230804,0.0007046727,0.5759956,0.2194522,0.03114554,0.1186775],"study_design_scores_gemma":[0.006798183,0.006666983,0.5240257,0.01144285,0.000281212,0.01134516,0.01179263,0.01324321,0.2994877,0.04075568,0.0729073,0.001253366],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6985238,0.0009407833,0.0006505967,0.2937188,0.0005072806,0.001455859,0.00002382008,0.00002512881,0.004154022],"genre_scores_gemma":[0.9966472,0.00192905,0.0006670082,0.0002107219,0.0001735472,0.00001806288,7.228252e-7,0.00002377441,0.0003298865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.487277,"threshold_uncertainty_score":0.791922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07472501184048652,"score_gpt":0.4257758953128349,"score_spread":0.3510508834723484,"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."}}