{"id":"W2265124588","doi":"10.1177/0969141315600003","title":"Study designs for determining and comparing sensitivities of disease screening tests","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Screening","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Overdiagnosis; Sensitivity (control systems); Medicine; Test (biology); Randomized controlled trial; Cohort; Screening test; Statistics; Internal medicine; Mathematics; Pediatrics","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4977855,0.002699543,0.004554568,0.00342605,0.001492566,0.003733092,0.002577079,0.006152989,0.004351826],"category_scores_gemma":[0.6664062,0.002294109,0.007295619,0.002250762,0.00375604,0.003178972,0.003223878,0.003003594,0.0005775969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002591904,"about_ca_system_score_gemma":0.003852056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004947077,"about_ca_topic_score_gemma":0.0005527599,"domain_scores_codex":[0.2838561,0.6483436,0.03387746,0.01009693,0.02249235,0.001333585],"domain_scores_gemma":[0.1902151,0.6983417,0.05844819,0.03687912,0.01500764,0.001108178],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.156388,0.003792252,0.1544556,0.04083118,0.09317812,0.0008876114,0.003322965,0.05018871,0.008378428,0.1301595,0.004593581,0.353824],"study_design_scores_gemma":[0.08452709,0.2026116,0.1513109,0.02158348,0.08632682,0.003225849,0.001264768,0.1330566,0.0318515,0.2155998,0.06683517,0.001806358],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0956397,0.02393114,0.8124461,0.001204663,0.002120477,0.05711623,0.002054326,0.0004132868,0.005074004],"genre_scores_gemma":[0.3135321,0.003764721,0.5619997,0.001008357,0.0006804448,0.1175066,0.0005608397,0.00008928832,0.000857869],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5022146,"threshold_uncertainty_score":0.6193199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103677037463456,"score_gpt":0.375483250487692,"score_spread":0.2651155467413465,"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."}}