{"id":"W1518403341","doi":"10.1111/j.1365-2753.2007.00856.x","title":"Doctors’ views of clinical practice guidelines: a qualitative exploration using innovation theory","year":2007,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Qualitative research; Clinical Practice; Medicine; Medical education; Psychology; Nursing; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4578089,0.0002915501,0.001473495,0.0009045234,0.00008007864,0.00004880657,0.0002150063,0.0005166404,0.0002873483],"category_scores_gemma":[0.8979793,0.0002508965,0.0005252559,0.002266062,0.0002659529,0.005616485,0.00008793997,0.002211049,0.00003038365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000415742,"about_ca_system_score_gemma":0.00318716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009731898,"about_ca_topic_score_gemma":0.00004472384,"domain_scores_codex":[0.9171504,0.02437286,0.05047277,0.0009306164,0.006460415,0.0006128972],"domain_scores_gemma":[0.5220518,0.3119628,0.05824637,0.001448328,0.1056721,0.0006186635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.06087281,0.01150657,0.01353447,0.0002344445,0.001718274,0.0003162074,0.009948011,0.002430446,0.001940905,0.01197799,0.01526723,0.8702527],"study_design_scores_gemma":[0.06558421,0.01694614,0.07564051,0.003117853,0.0163554,0.002836963,0.3719113,0.03485563,0.0008261324,0.06233734,0.3481922,0.001396311],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5755854,0.0009805998,0.3758916,0.03665627,0.00471437,0.002081295,0.000006239842,0.00002326387,0.004061039],"genre_scores_gemma":[0.4518304,0.0009854474,0.5279161,0.01571982,0.003398145,0.000009543187,0.00004373205,0.00005178122,0.00004499532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8688563,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8609792079791194,"score_gpt":0.7633198271348697,"score_spread":0.09765938084424974,"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."}}