{"id":"W2401365318","doi":"","title":"Provider perceptions of implementation of integrated care pathways for patients with chronic heart conditions.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Timeline; Documentation; Medicine; Nursing; Perception; Heart failure; Qualitative research; Psychology; Cardiology; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.01368853,0.0001518031,0.0002247088,0.0003794779,0.001396118,0.001699495,0.0004097893,0.000953707,0.002084361],"category_scores_gemma":[0.05780782,0.0002916079,0.0003387728,0.0003801938,0.001013038,0.001773511,0.001687545,0.001465458,0.0001388031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002362238,"about_ca_system_score_gemma":0.007155004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009393597,"about_ca_topic_score_gemma":0.01332893,"domain_scores_codex":[0.9865507,0.009648493,0.0008584024,0.000297992,0.001824612,0.0008197426],"domain_scores_gemma":[0.9584207,0.02101634,0.008025621,0.0008508997,0.005979818,0.005706444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005419292,0.0009416841,0.3826935,0.001875783,0.0002036005,0.001500642,0.448674,0.0006620383,0.00183905,0.002804902,0.009682779,0.1485801],"study_design_scores_gemma":[0.0001799499,0.001914064,0.2019976,0.002057836,0.0001498153,0.001840239,0.7412678,0.001417422,0.0007475929,0.001354909,0.04693798,0.000134857],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779747,0.001200123,0.001469329,0.01191878,0.0001389073,0.0002285525,0.0001235668,0.00001827005,0.006927914],"genre_scores_gemma":[0.9950733,0.0008744547,0.002195962,0.001217633,0.0000169196,0.00008122014,0.00004428515,0.000006078494,0.0004900276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01368853,"threshold_uncertainty_score":0.07239276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186322482432941,"score_gpt":0.4037504482365485,"score_spread":0.2851181999932544,"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."}}