{"id":"W1985142242","doi":"10.1097/mlr.0b013e3181649412","title":"Addressing the Unit of Analysis in Medical Care Studies","year":2008,"lang":"en","type":"review","venue":"Medical Care","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Unit (ring theory); Medicine; Error analysis; Intervention (counseling); Family medicine; Psychology; Mathematics; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad","open_science","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05810824,0.0006891834,0.02146375,0.001457402,0.0002035155,0.0001586036,0.006212292,0.0007630186,0.01724338],"category_scores_gemma":[0.1836396,0.0002327455,0.009491078,0.009806063,0.0006888849,0.00006132272,0.0008151964,0.001225745,0.0004571697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372584,"about_ca_system_score_gemma":0.001567717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005693479,"about_ca_topic_score_gemma":0.001799918,"domain_scores_codex":[0.9276561,0.02715221,0.01680314,0.00138434,0.0265759,0.0004283386],"domain_scores_gemma":[0.9643351,0.02059462,0.006813311,0.005127074,0.002626024,0.0005038224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[5.763802e-7,0.00001536211,0.001167706,0.006936607,0.00226473,0.0001788174,0.005047703,0.000002625181,4.141216e-10,0.00004152695,0.009749058,0.9745953],"study_design_scores_gemma":[0.00009483411,0.00001525725,0.0001204268,0.009058611,0.006315063,0.00003846573,0.01543842,0.00008042731,1.996531e-8,0.00002498561,0.9685988,0.0002146699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005837448,0.9952753,0.0001232271,0.0002960927,0.0003422922,0.0007489493,0.0000574724,0.000004725799,0.003093526],"genre_scores_gemma":[0.0009876855,0.9977317,0.00008316612,0.0001927628,0.0002367489,0.0001139749,0.0001048717,0.00002145926,0.0005276004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9743806,"threshold_uncertainty_score":0.9991646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9367934228233928,"score_gpt":0.671570685346307,"score_spread":0.2652227374770858,"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."}}