{"id":"W1871346787","doi":"10.1186/1748-5908-10-s1-a7","title":"Patient-mediated scale-up of guideline implementation in primary-care: an open-label trial","year":2015,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Varenicline; Smoking cessation; Family medicine; Psychological intervention; Health services research; Guideline; Pharmacotherapy; Health administration; Incentive; Health informatics; Health care; Public health; Nursing","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01237425,0.0002525473,0.000467071,0.0009167965,0.0007906147,0.0001175068,0.001403269,0.00009027898,0.001197036],"category_scores_gemma":[0.00109087,0.0002474713,0.00002234145,0.003660473,0.0004147253,0.003879054,0.0007607987,0.0002909461,0.0001519951],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907018,"about_ca_system_score_gemma":0.01106312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006298054,"about_ca_topic_score_gemma":0.008960525,"domain_scores_codex":[0.9903546,0.001396857,0.003768241,0.0008643988,0.002305326,0.001310595],"domain_scores_gemma":[0.9939609,0.0005988808,0.001694792,0.0007018651,0.002251988,0.0007915815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01099723,0.0008070082,0.1965134,0.0002790729,0.0000188104,0.000006302509,0.4000752,0.00004164678,0.06997649,0.003822073,0.06076894,0.2566938],"study_design_scores_gemma":[0.338781,0.006133922,0.07539219,0.00009523131,0.00003278404,0.000003832068,0.5101898,0.0004379824,0.007838606,0.001219248,0.05897646,0.0008988601],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851873,0.00001036414,0.0009526025,0.002205295,0.001690785,0.006858301,0.0004919606,0.00006612095,0.002537278],"genre_scores_gemma":[0.9720668,0.000007526787,0.01383742,0.01206018,0.0001481026,0.0009861921,0.00082137,0.00002950574,0.00004288568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3277838,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7058870619834112,"score_gpt":0.7287815505835858,"score_spread":0.02289448860017462,"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."}}