{"id":"W2165529527","doi":"10.1177/1049732305285482","title":"The Politics of Evidence","year":2006,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cognitive reframing; Politics; Qualitative research; Sociology; Point (geometry); Medical research; Public relations; Psychology; Epistemology; Political science; Social psychology; Medicine; Social science; Law","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1301992,0.000190783,0.0005268437,0.0003109386,0.00641293,0.00003071582,0.0007546683,0.0002299306,0.0001639754],"category_scores_gemma":[0.04370579,0.0001191746,0.00008490816,0.001405474,0.00151907,0.0003653411,0.0003478412,0.003308442,0.0008337208],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130329,"about_ca_system_score_gemma":0.008268959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07058398,"about_ca_topic_score_gemma":0.006993465,"domain_scores_codex":[0.8845322,0.1068331,0.002513258,0.0005479089,0.002847055,0.002726512],"domain_scores_gemma":[0.8462768,0.1469047,0.0009694944,0.001018015,0.004319631,0.0005114119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000205966,0.0001613338,0.009262198,0.003361169,0.00002212552,0.000003440586,0.1068604,0.000001011244,0.00007782444,0.7453025,0.1285493,0.006192763],"study_design_scores_gemma":[0.0006277127,0.001020412,0.04616688,0.001887677,0.000004857457,0.000001383273,0.3550027,0.00005198862,0.00008378083,0.1531089,0.4418195,0.0002241898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3011946,0.02311672,0.0009205892,0.6487545,0.001074709,0.005585083,0.0001813344,0.0001656589,0.01900676],"genre_scores_gemma":[0.9527661,0.003360676,0.002079582,0.006126113,0.001135301,0.0007793241,0.00002175328,0.00007709335,0.03365403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6515716,"threshold_uncertainty_score":0.9999443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9809201753654082,"score_gpt":0.8089096796727493,"score_spread":0.1720104956926589,"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."}}