{"id":"W4239204742","doi":"10.3410/f.10854958.11772057","title":"Faculty Opinions recommendation of Preexisting cognitive impairment and mild cognitive impairment in subjects presenting for total hip joint replacement.","year":2011,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cognitive impairment; Cognition; Joint (building); Psychology; Total hip replacement; Medicine; Clinical psychology; Audiology; Psychiatry; Engineering; Surgery","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":[0.001066718,0.00121226,0.001721033,0.003648395,0.0004561428,0.00187487,0.001962388,0.00178006,0.07831113],"category_scores_gemma":[0.01261256,0.0005099479,0.001470073,0.004691282,0.0002301817,0.001092911,0.001224847,0.001415759,0.03712061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116343,"about_ca_system_score_gemma":0.002992041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02540141,"about_ca_topic_score_gemma":0.05031829,"domain_scores_codex":[0.9988874,0.0001289536,0.0002848296,0.0003290692,0.0002457062,0.0001241072],"domain_scores_gemma":[0.9949929,0.001251708,0.001216507,0.0007322633,0.001267975,0.0005386852],"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":[0.0001966882,0.0000251259,0.00548009,0.001288805,0.0001190626,0.00003454621,0.0000108319,0.0001203128,0.0000943658,0.0001865473,0.9883561,0.00408746],"study_design_scores_gemma":[0.001431698,0.00006019636,0.07521702,0.001940192,0.0004200473,0.0003726097,0.00008973928,0.0009606996,0.0005693058,0.001289699,0.9175646,0.00008419226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002161755,0.00007574844,0.00003185306,0.00008105089,0.00002016541,0.00001370119,0.9989933,0.00007456917,0.0004933855],"genre_scores_gemma":[0.001164453,0.0001236266,0.0001859289,0.0001066057,0.00001908878,0.00008881516,0.9973007,0.00003157713,0.0009792952],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07831113,"threshold_uncertainty_score":0.2619768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05739163431380401,"score_gpt":0.3611076595052661,"score_spread":0.3037160251914621,"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."}}