{"id":"W2087141061","doi":"10.1176/pn.43.1.0003","title":"Communication That Gets Results Continues to Be Our Focus","year":2008,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Notice; Mental health; Alliance; Public relations; Political science; Psychology; Legislature; Distress; Psychiatry; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006242012,0.0002005818,0.0004024418,0.0002316465,0.001398109,0.000008289705,0.0004980702,0.0002110395,0.00006869808],"category_scores_gemma":[0.0002090469,0.0001757665,0.000111439,0.0003427321,0.00001841501,0.0001521088,0.0002100643,0.0006440381,0.001234252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577366,"about_ca_system_score_gemma":0.0007249193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004044311,"about_ca_topic_score_gemma":0.007251496,"domain_scores_codex":[0.9973516,0.0005348734,0.000781296,0.0003532666,0.0003201467,0.0006587508],"domain_scores_gemma":[0.9976798,0.0003949954,0.0003597054,0.001091825,0.000153096,0.0003206307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002008332,0.00005823964,0.06129904,0.00004233888,0.00001104698,0.000004347959,0.004601204,2.939621e-7,0.000005365197,0.0003699074,0.9275585,0.005848863],"study_design_scores_gemma":[0.00173345,0.0000976533,0.09895328,0.00002198685,0.000018845,0.000004438226,0.002721647,0.000001624537,0.000008717474,0.0007434273,0.8954937,0.0002012653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09175922,0.006022392,0.0002541226,0.5295308,0.003495687,0.002124644,0.0001308292,0.000459271,0.366223],"genre_scores_gemma":[0.7516813,0.009530663,0.01637127,0.1772969,0.001837406,0.0004260569,0.0001440893,0.00009325304,0.04261899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6599221,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169180900948461,"score_gpt":0.4328041575186485,"score_spread":0.3158860674238024,"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."}}