{"id":"W2767115810","doi":"10.18103/mra.v0i3.238","title":"The ingredients of a Clinical Practice Guideline: an exploration of the diversity of research approaches on practice.","year":2015,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Agency for Healthcare Research and Quality; National Institutes of Health","keywords":"Guideline; Diversity (politics); Clinical Practice; Medical education; Medicine; Psychology; Engineering ethics; Computer science; Family medicine; Engineering; Sociology; Pathology; Anthropology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.1901252,0.0006304026,0.001114293,0.01358887,0.008492813,0.01178788,0.004590174,0.005515498,0.001685965],"category_scores_gemma":[0.3612496,0.001431014,0.001048473,0.01624196,0.009186239,0.01048235,0.00879941,0.004982877,0.0003039139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03796182,"about_ca_system_score_gemma":0.174412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06136028,"about_ca_topic_score_gemma":0.1651655,"domain_scores_codex":[0.7817955,0.1336183,0.02934446,0.004124769,0.04753736,0.0035796],"domain_scores_gemma":[0.6568996,0.2332039,0.01832169,0.00922701,0.07434352,0.008004246],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001003494,0.0003657455,0.01429487,0.02330283,0.0001840594,0.001702871,0.4137404,0.0004183326,0.001923255,0.05384177,0.06076148,0.4293641],"study_design_scores_gemma":[0.0001896897,0.0003168943,0.02309899,0.07602808,0.0003373284,0.001461697,0.3828335,0.001125918,0.001470802,0.0501623,0.462699,0.0002757917],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1406872,0.09013521,0.05600865,0.6091605,0.005075303,0.02642987,0.00224403,0.0003210737,0.06993828],"genre_scores_gemma":[0.5883569,0.03573842,0.3171206,0.03713569,0.0003816632,0.01596547,0.001066385,0.0001252348,0.004109653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8098748,"threshold_uncertainty_score":0.9987199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8804136783222166,"score_gpt":0.6897520642607873,"score_spread":0.1906616140614293,"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."}}