{"id":"W2545679510","doi":"10.1007/s12160-016-9828-2","title":"Targeted Messages Increase Dairy Consumption in Adults: a Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"Annals of Behavioral Medicine","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Dairy Farmers of Canada","keywords":"Medicine; Randomized controlled trial; Intervention (counseling); Population; Environmental health; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003164183,0.0015566,0.003506556,0.0008274493,0.000831066,0.001266625,0.00118508,0.003158429,0.0109359],"category_scores_gemma":[0.005944388,0.0009123303,0.002472033,0.0007150215,0.001278293,0.00118373,0.0007511514,0.002769892,0.0009065995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009877064,"about_ca_system_score_gemma":0.002081575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002685275,"about_ca_topic_score_gemma":0.00470846,"domain_scores_codex":[0.9977793,0.001189987,0.0002420575,0.000354919,0.0002029184,0.0002307699],"domain_scores_gemma":[0.9978709,0.0009170422,0.0005223694,0.0001134756,0.0001442574,0.000431919],"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":[0.9733839,0.01224565,0.0004349351,0.001952926,0.00128514,0.00002918815,0.00008228197,0.0001240803,0.0005702986,0.00007117877,0.000490256,0.009330253],"study_design_scores_gemma":[0.9797436,0.01858523,0.0006885803,0.00008086889,0.0005051906,0.000005391061,0.00001524059,0.00009899045,0.00006485887,0.00004563705,0.000161765,0.000004742491],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611473,0.00815218,0.001078319,0.001510474,0.001677184,0.02241907,0.001329239,0.0002843592,0.002401859],"genre_scores_gemma":[0.9367794,0.00606741,0.005321709,0.002287331,0.001272503,0.04345579,0.0007216622,0.00003092737,0.004063229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109359,"threshold_uncertainty_score":0.03658426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1124830765454816,"score_gpt":0.4565587778410243,"score_spread":0.3440757012955427,"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."}}