{"id":"W4383219720","doi":"10.1016/j.injury.2023.04.002","title":"Clinical research- turning an oxymoron into symbiosis","year":2023,"lang":"en","type":"editorial","venue":"Injury","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton General Hospital","funders":"","keywords":"Oxymoron; Symbiosis; Biology; Philosophy; Paleontology; Bacteria; Linguistics","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":[0.04065498,0.006426482,0.007925117,0.008101141,0.01036368,0.02459996,0.009123266,0.06139182,0.01575777],"category_scores_gemma":[0.1146375,0.00284271,0.004932576,0.00475203,0.0111952,0.01484984,0.005913869,0.06200975,0.01100228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01085127,"about_ca_system_score_gemma":0.01534805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005457805,"about_ca_topic_score_gemma":0.01998289,"domain_scores_codex":[0.9658387,0.01293286,0.003956241,0.002456076,0.01331653,0.001499554],"domain_scores_gemma":[0.857917,0.08444381,0.005785692,0.003691406,0.03187011,0.01629204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002480887,0.00001176949,0.00001470663,0.0003497402,0.00002476873,0.00006253937,0.00004811509,0.00001441562,0.00002031264,0.0006226534,0.9960129,0.002793284],"study_design_scores_gemma":[0.0001598812,0.00005060513,0.0001667147,0.002629627,0.000125832,0.0002173922,0.0002706303,0.0001833462,0.00006167551,0.00405391,0.9920316,0.00004876883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000008531641,0.005326341,0.00005676866,0.0510986,0.942825,0.00001171662,0.00001333852,0.0000189623,0.0006407498],"genre_scores_gemma":[0.0002021818,0.003718783,0.00009719932,0.04757088,0.9453923,0.00002717694,0.000008346697,0.00003419379,0.002948912],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06139182,"threshold_uncertainty_score":0.2150066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2969987260104524,"score_gpt":0.5902916246994733,"score_spread":0.2932928986890209,"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."}}