{"id":"W2600965899","doi":"10.7812/tpp/16-066","title":"Design and Implementation of a Physician Coaching Pilot to Promote Value-Based Referrals to Specialty Care","year":2017,"lang":"en","type":"article","venue":"The Permanente Journal","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre","funders":"Group Health Foundation","keywords":"Specialty; Referral; Medicine; Coaching; Family medicine; Observational study; Primary care; Incentive; Incentive program; Nursing; Psychology","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":[0.01538764,0.000791271,0.000440975,0.0007406129,0.003019785,0.001175886,0.00194635,0.001588478,0.005738576],"category_scores_gemma":[0.01703846,0.0007480291,0.0006180609,0.0004193902,0.00139075,0.000920076,0.002126894,0.001813897,0.0007754312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003079844,"about_ca_system_score_gemma":0.01300785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003594595,"about_ca_topic_score_gemma":0.005863581,"domain_scores_codex":[0.9914864,0.005168576,0.0003889611,0.0007445595,0.0007424037,0.001469109],"domain_scores_gemma":[0.9821265,0.007050102,0.001331354,0.001766681,0.003941988,0.003783331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01887901,0.2891515,0.06141268,0.00379846,0.0002491156,0.002389523,0.03752799,0.007209592,0.03161504,0.002201283,0.007746689,0.5378191],"study_design_scores_gemma":[0.03431473,0.6483119,0.1982838,0.0009456151,0.0004727198,0.0006727061,0.02827179,0.01065612,0.03264004,0.002974924,0.04214843,0.0003073405],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8075747,0.00008032233,0.02197533,0.0007163665,0.0001520158,0.1635017,0.0003605121,0.0006395642,0.004999514],"genre_scores_gemma":[0.7150623,0.0001506463,0.0879004,0.0007512008,0.00007761385,0.1928079,0.0002938601,0.00005474129,0.002901372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01538764,"threshold_uncertainty_score":0.08137858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05815676865956267,"score_gpt":0.3396029122276344,"score_spread":0.2814461435680718,"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."}}