{"id":"W1966805497","doi":"10.1001/jama.284.4.478","title":"Users' Guides to the Medical Literature","year":2000,"lang":"en","type":"article","venue":"JAMA","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":401,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Qualitative research; Field (mathematics); Process (computing); Data science; Epistemology; Medicine; Qualitative analysis; Management science; Computer science; Sociology; Social science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01335664,0.001031854,0.001593461,0.02588714,0.002049516,0.003131595,0.002925389,0.001862234,0.503939],"category_scores_gemma":[0.07291762,0.001240531,0.0007183881,0.02495656,0.001198847,0.004214147,0.004436789,0.002409477,0.2726474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949978,"about_ca_system_score_gemma":0.007619717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005812504,"about_ca_topic_score_gemma":0.01498778,"domain_scores_codex":[0.9940155,0.002648472,0.001488356,0.0003352555,0.001229732,0.0002827174],"domain_scores_gemma":[0.9190789,0.05886379,0.002441223,0.003726352,0.01436812,0.001521551],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007058211,0.00004693163,0.0001284796,0.002911232,0.000004050521,0.00009654398,0.001839506,0.00007362681,0.0003191748,0.003781663,0.8627062,0.1280221],"study_design_scores_gemma":[0.00002420425,0.00001317671,0.000272482,0.001297194,0.000003121118,0.00007168377,0.0007658749,0.00005595456,0.00008584702,0.001158145,0.9962393,0.00001302216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003829189,0.02207126,0.05239613,0.02208171,0.006188546,0.01920002,0.2338389,0.02139142,0.6190029],"genre_scores_gemma":[0.01431004,0.03264909,0.2038562,0.01825066,0.001447256,0.03959147,0.1183717,0.00969425,0.5618294],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9866434,"threshold_uncertainty_score":0.7075708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224441265410891,"score_gpt":0.4237135248398481,"score_spread":0.3914691121857392,"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."}}