{"id":"W4385063907","doi":"10.1371/journal.pone.0289048","title":"A scoping review protocol on diagnostic strategies to detect occult malignancies in individuals with ischemic stroke","year":2023,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Cardiac tumors and thrombi","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Medicine; CINAHL; Occult; Stroke (engine); MEDLINE; Cancer; Etiology; Population; Intensive care medicine; Physical therapy; Psychological intervention; Internal medicine; Pathology; Alternative medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1089578,0.005035272,0.01326356,0.02030487,0.005326526,0.009269306,0.005944069,0.008354834,0.07904216],"category_scores_gemma":[0.1141652,0.00487363,0.01195611,0.01898771,0.004352502,0.008823695,0.007242731,0.005307612,0.01342152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01607198,"about_ca_system_score_gemma":0.08708572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005619714,"about_ca_topic_score_gemma":0.01338559,"domain_scores_codex":[0.9428862,0.02222918,0.02453016,0.003469154,0.005155737,0.00172963],"domain_scores_gemma":[0.9054206,0.03878545,0.01447493,0.007100223,0.03128853,0.002930289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002352113,0.0002989474,0.0005640577,0.8871697,0.001098908,0.0006222083,0.004519028,0.0007902291,0.001569606,0.00482616,0.04429499,0.05189404],"study_design_scores_gemma":[0.007725262,0.0009748088,0.003169567,0.6820737,0.003604489,0.0004703615,0.003655594,0.0006976923,0.00120775,0.006218099,0.2898979,0.0003049486],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003883281,0.002429076,0.00171577,0.000664283,0.0003500282,0.9880535,0.004966368,0.0001139156,0.001318742],"genre_scores_gemma":[0.0004278824,0.002304072,0.005277974,0.0002528695,0.00003642319,0.9900984,0.0009647698,0.00001109153,0.0006265959],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1089578,"threshold_uncertainty_score":0.5762308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081502612892868,"score_gpt":0.3760956568144372,"score_spread":0.2679453955251504,"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."}}