{"id":"W2910050476","doi":"10.3399/bjgpopen18x101623","title":"A consultation-level intervention to improve care of frequently attending patients: a cluster randomised controlled feasibility trial","year":2019,"lang":"en","type":"article","venue":"BJGP Open","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"National Institute for Health and Care Research; United Kingdom Clinical Research Collaboration","keywords":"Medicine; Cluster randomised controlled trial; Intervention (counseling); Family medicine; Randomized controlled trial; Cluster (spacecraft); Data collection; Physical therapy; Nursing; Surgery","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":[0.01227571,0.001674828,0.003088003,0.001407704,0.001328318,0.001678232,0.00193066,0.00468664,0.01138847],"category_scores_gemma":[0.01851178,0.001164613,0.002701842,0.001362517,0.00236694,0.002006888,0.001895968,0.002667132,0.001041983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00339435,"about_ca_system_score_gemma":0.006547923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00487012,"about_ca_topic_score_gemma":0.00652988,"domain_scores_codex":[0.9843504,0.01151118,0.0009851161,0.001180711,0.0008033642,0.001169221],"domain_scores_gemma":[0.9902402,0.005230661,0.001554691,0.0006986277,0.0005753037,0.001700532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9081122,0.04131939,0.001166321,0.004951097,0.001098262,0.0001195856,0.0006122386,0.0007062499,0.0009055983,0.000342042,0.0008799231,0.03978708],"study_design_scores_gemma":[0.9166545,0.08050985,0.001385055,0.0001854499,0.0002906564,0.00001577923,0.00009267558,0.0002826563,0.00009098991,0.0001462757,0.0003287553,0.00001722354],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.809469,0.002831316,0.003007628,0.001517128,0.001189313,0.1781333,0.0009816979,0.0002649376,0.002605572],"genre_scores_gemma":[0.7566339,0.001715593,0.01586507,0.001761391,0.0007223118,0.2205614,0.0004630628,0.0000269149,0.002250233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01227571,"threshold_uncertainty_score":0.06492096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1943862412541622,"score_gpt":0.4597121754600488,"score_spread":0.2653259342058867,"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."}}