{"id":"W4319041729","doi":"10.3389/ijph.2023.1605038","title":"Implementing Screening, Brief Intervention and Referral Intervention for Health Promotion and Disease Prevention in Hospital Settings in Alberta: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Referral; Intervention (counseling); Public health; Brief intervention; Health promotion; Family medicine; Descriptive statistics; Environmental health; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005469464,0.0006220582,0.0004903418,0.0006987297,0.002985732,0.0009413953,0.001547773,0.0007823347,0.001649287],"category_scores_gemma":[0.005611266,0.0005954922,0.0005994358,0.0007825673,0.001035312,0.000545483,0.001248897,0.001314829,0.0002022133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01200002,"about_ca_system_score_gemma":0.0421823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5049476,"about_ca_topic_score_gemma":0.6830301,"domain_scores_codex":[0.9961802,0.001493671,0.0001854748,0.000173402,0.0006729446,0.001294263],"domain_scores_gemma":[0.9947656,0.001031194,0.0006484118,0.0002373907,0.001129001,0.002188348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.008348187,0.1437308,0.5755451,0.001424597,0.0001784514,0.002299178,0.01861989,0.002016634,0.008128771,0.0002983833,0.002761945,0.2366481],"study_design_scores_gemma":[0.005275215,0.06137057,0.9077536,0.0002519345,0.0002235904,0.0002813743,0.01831221,0.001951933,0.001517589,0.00009039704,0.002882199,0.00008942853],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948621,0.0001080205,0.0002425076,0.0002148916,0.00001383187,0.003536308,0.00006245108,0.00002734934,0.0009324977],"genre_scores_gemma":[0.9906988,0.0003743181,0.00474654,0.0006071408,0.00003208626,0.002422908,0.0002193875,0.000006057986,0.0008928967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4950524,"threshold_uncertainty_score":0.9959357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09390694162914087,"score_gpt":0.4391008256594533,"score_spread":0.3451938840303124,"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."}}