{"id":"W1977379856","doi":"10.1186/1748-5908-6-111","title":"What implementation interventions increase cancer screening rates? a systematic review","year":2011,"lang":"en","type":"review","venue":"Implementation Science","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; University of Toronto; Alberta Health Services; Cancer Care Ontario; McMaster University; Western University; Mount Sinai Hospital","funders":"Cancer Care Ontario","keywords":"Medicine; Psychological intervention; Randomized controlled trial; Incentive; Family medicine; Guideline; Systematic review; Health services research; Implementation research; Academic detailing; Cancer screening; Cervical screening; MEDLINE; Cervical cancer; Public health; Nursing; Cancer; Surgery; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003481537,0.0004885456,0.0021574,0.0006473716,0.0004169209,0.0004243489,0.0006601677,0.00008046172,0.003197823],"category_scores_gemma":[0.000308875,0.0003853588,0.0008396045,0.002363907,0.0002171603,0.002346303,0.0002487002,0.0002944099,0.0001394378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007744128,"about_ca_system_score_gemma":0.001777981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430155,"about_ca_topic_score_gemma":0.0005377528,"domain_scores_codex":[0.9946836,0.0003102061,0.002311213,0.0008449297,0.001183175,0.0006669],"domain_scores_gemma":[0.996209,0.0001161187,0.001848813,0.0007296131,0.0007002022,0.0003962739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003998412,0.00001777836,0.00005440169,0.5861917,0.0001376444,0.00001153963,0.0001676644,4.150056e-8,0.0000013356,0.0001334324,0.001100681,0.4121797],"study_design_scores_gemma":[0.0004830449,0.0001474617,0.00007609832,0.9152427,0.008203665,0.0002163416,0.003004101,0.000002554726,0.00001419277,0.00001533801,0.0721912,0.0004033428],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001603102,0.9916664,0.0006490547,0.0001545572,0.0005009932,0.006715882,0.0001137117,0.00007221437,0.0001111865],"genre_scores_gemma":[0.00006734217,0.9940457,0.0008271155,0.001450173,0.0001031878,0.002867995,0.0004279897,0.00003973497,0.0001708157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4117764,"threshold_uncertainty_score":0.9998598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5122420195189038,"score_gpt":0.6261309211089706,"score_spread":0.1138889015900668,"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."}}