{"id":"W4214924921","doi":"10.21203/rs.3.rs-304178/v1","title":"PROSE – Prospective Randomized Trial of the On-X Mechanical Prosthesis and the St Jude Medical Mechanical Prosthesis Evaluation (EDIT – March 21,2021& April 16,2021)Part 1 – Preoperative Demographics and Preoperative and Operative Risk Factors","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Heart Institute Foundation; Jewish General Hospital","funders":"","keywords":"Demographics; Prosthesis; Randomized controlled trial; Medicine; General surgery; Surgery; Demography; Sociology","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":[0.001717928,0.001221508,0.002098895,0.0003377424,0.0003341148,0.000908775,0.0005455069,0.00122182,0.0084826],"category_scores_gemma":[0.002268644,0.0004846462,0.001591572,0.0003133821,0.0009488622,0.001207898,0.0004496839,0.002245674,0.0006595115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004166424,"about_ca_system_score_gemma":0.0007044231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004069713,"about_ca_topic_score_gemma":0.0007162559,"domain_scores_codex":[0.9988506,0.0007287101,0.00006238574,0.0001548792,0.00009600547,0.0001074911],"domain_scores_gemma":[0.9987808,0.0004179566,0.0004227585,0.00007521755,0.00006315953,0.0002401177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.986528,0.002667941,0.002072494,0.0004478529,0.0008819259,0.00003783633,0.00001489082,0.0001904924,0.0003423372,0.0003561635,0.0008116784,0.005648418],"study_design_scores_gemma":[0.8918986,0.09463586,0.009014717,0.0001158947,0.00100264,0.00006208151,0.00004310693,0.00082004,0.0003318055,0.0004028927,0.001651661,0.00002074231],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861774,0.00425316,0.0004383375,0.0006553663,0.0007836325,0.00297234,0.0009668377,0.00003603138,0.003716745],"genre_scores_gemma":[0.9801226,0.002458699,0.001313128,0.00126208,0.001080454,0.006268872,0.001879912,0.00001323991,0.005601082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0084826,"threshold_uncertainty_score":0.02837712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05090791209070959,"score_gpt":0.4164006713785063,"score_spread":0.3654927592877967,"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."}}