{"id":"W7033737210","doi":"","title":"Scoping Review of Research on Islamophobia in Healthcare Settings","year":2023,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Hyporeflexia; Liquation; Hemopericardium; Fusible alloy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002569469,0.0002711519,0.0007136125,0.001113989,0.0001359184,0.00005829208,0.001763224,0.0003098154,0.000879243],"category_scores_gemma":[0.0002529398,0.0003067491,0.0001620786,0.003852166,0.00008552529,0.0001762781,0.001130922,0.0009594696,0.00005599005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00062942,"about_ca_system_score_gemma":0.001729783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000810152,"about_ca_topic_score_gemma":0.0002327782,"domain_scores_codex":[0.9960822,0.0006847093,0.0005648666,0.0008491937,0.001293626,0.00052536],"domain_scores_gemma":[0.9972774,0.000382484,0.0004427682,0.0008745401,0.0009186373,0.0001042119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005201721,0.0002390755,0.0009286471,0.2259836,0.00009897718,0.00159419,0.0006260388,0.001250595,0.000006284167,0.009138528,0.2382596,0.5218223],"study_design_scores_gemma":[0.0004593716,0.0003878175,0.0001591887,0.7909389,0.00001790522,0.00002103608,0.00009170654,0.001957713,0.0001594897,0.000434883,0.204629,0.0007429785],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001423738,0.01032481,0.01916451,0.003872176,0.0007766376,0.002086821,0.00001999523,0.0009811512,0.9627597],"genre_scores_gemma":[0.0007935056,0.1993229,0.03368835,0.001409739,0.0002897148,0.00001838487,0.00009000752,0.0001634005,0.764224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5649552,"threshold_uncertainty_score":0.9999385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269881906466779,"score_gpt":0.3798930397804801,"score_spread":0.2529048491338022,"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."}}