{"id":"W2218267411","doi":"10.3747/co.22.2704","title":"Improving Access to Cancer Guidelines: Feedback from Health Care Professionals","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Health care; Family medicine; Health professionals; Multidisciplinary approach; Nursing; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.03183743,0.0003882054,0.0005655772,0.001767728,0.002838436,0.002352043,0.0009842836,0.001949657,0.001992033],"category_scores_gemma":[0.1550857,0.0004240268,0.0005494564,0.001612485,0.001291526,0.001660164,0.004118938,0.002477773,0.0003508227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007516107,"about_ca_system_score_gemma":0.02792082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.102184,"about_ca_topic_score_gemma":0.1151715,"domain_scores_codex":[0.9656029,0.02027854,0.002454696,0.001314881,0.007489943,0.002859095],"domain_scores_gemma":[0.8434421,0.07336845,0.01694825,0.002492361,0.04739045,0.0163584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002888156,0.001336855,0.5559674,0.002077959,0.000109098,0.0007502746,0.1953936,0.0003128035,0.001624228,0.0002439121,0.02424986,0.2176452],"study_design_scores_gemma":[0.0004183344,0.002593301,0.5719244,0.004632775,0.000250657,0.0006235167,0.3404897,0.001717258,0.001717783,0.0006381241,0.07474139,0.0002527526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443535,0.00220217,0.001189485,0.03731895,0.0002281538,0.0008608054,0.0004996353,0.0001255621,0.01322181],"genre_scores_gemma":[0.9842128,0.001713518,0.004281823,0.007921396,0.00007208761,0.0003941159,0.0002306049,0.00002322922,0.001150463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.102184,"threshold_uncertainty_score":0.2031785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7604202777889609,"score_gpt":0.6974363908170205,"score_spread":0.06298388697194046,"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."}}