{"id":"W7038418910","doi":"","title":"Influence of circadian rhythmicity on postoperative pain and recovery using a mouse model of incisional wound","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Circadian rhythm; Postoperative pain; Animal model; Period (music); Rat model","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":[0.0005221131,0.000586388,0.0004258111,0.0009770896,0.0003076161,0.0005181649,0.0005640876,0.0005075853,0.002810837],"category_scores_gemma":[0.0001976854,0.0003256323,0.0005917825,0.0003985349,0.0005281873,0.0004853536,0.0004175406,0.001872716,0.0006172662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000527834,"about_ca_system_score_gemma":0.0006014885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397139,"about_ca_topic_score_gemma":0.003694957,"domain_scores_codex":[0.999579,0.00005540356,0.0000404227,0.0001035852,0.000124918,0.00009670075],"domain_scores_gemma":[0.9995742,0.00002943446,0.0001537179,0.00005549943,0.00004865369,0.0001384625],"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":[0.001526858,0.0009440192,0.001131301,0.0001356238,0.00001802182,0.0001653598,0.00013074,0.000202264,0.9884487,0.0003576158,0.0004800555,0.006459407],"study_design_scores_gemma":[0.0005445487,0.01929566,0.0611591,0.0002456028,0.0002665533,0.0009014391,0.0005326562,0.003665587,0.8969992,0.0008128468,0.01546221,0.0001144488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798851,0.004773611,0.007172718,0.0007833085,0.0003707338,0.0002118872,0.002458463,0.0004076831,0.003936378],"genre_scores_gemma":[0.9582602,0.00570993,0.01400833,0.0006103178,0.00008115378,0.0009321055,0.002077403,0.0002041338,0.01811658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002810837,"threshold_uncertainty_score":0.009403169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744281573533917,"score_gpt":0.2628484721242481,"score_spread":0.2454056563889089,"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."}}