{"id":"W4281745130","doi":"10.1186/s13012-022-01210-x","title":"Proceedings of the 14th Annual Conference on the Science of Dissemination and Implementation in Health","year":2022,"lang":"en","type":"article","venue":"Implementation Science","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Medicine, New York University; Johns Hopkins Bloomberg School of Public Health; Tulane University; York University; University of Arkansas for Medical Sciences; Johns Hopkins University; University of Washington","keywords":"Mental health; Medicine; Workflow; Health informatics; Trauma center; Referral; Intervention (counseling); Phone; Medical education; Public health; Nursing; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1652045,0.0025534,0.003232279,0.004173927,0.004318213,0.02042077,0.005334151,0.0142132,0.09614725],"category_scores_gemma":[0.2528893,0.002097721,0.003079546,0.003254675,0.01096839,0.01690699,0.01633739,0.01570442,0.025219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01029828,"about_ca_system_score_gemma":0.03114996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005183842,"about_ca_topic_score_gemma":0.00363598,"domain_scores_codex":[0.9156056,0.05680573,0.006852907,0.004169041,0.01243187,0.004134892],"domain_scores_gemma":[0.7846517,0.1357463,0.007483447,0.01993421,0.03419992,0.01798433],"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":[0.0002888774,0.0003262,0.0009361575,0.002979076,0.0001303213,0.0001112643,0.001463299,0.0002228447,0.000353338,0.03388333,0.5111922,0.4481131],"study_design_scores_gemma":[0.00007942301,0.00008520723,0.0006855944,0.005198686,0.00004740426,0.00004879307,0.0004738523,0.0001990308,0.0001534882,0.01187972,0.9811158,0.00003292603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002101741,0.1916934,0.04944152,0.4559504,0.1186049,0.0046293,0.001840836,0.002189283,0.1735486],"genre_scores_gemma":[0.08216716,0.3239344,0.1345549,0.1657283,0.07680421,0.03549435,0.007089038,0.00305996,0.1711676],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1652045,"threshold_uncertainty_score":0.8736955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052011502083695,"score_gpt":0.5614896535345963,"score_spread":0.4562885033262268,"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."}}