{"id":"W2791174071","doi":"10.1136/injuryprev-2017-042651","title":"Social marketing to address attitudes and behaviours related to preventable injuries in British Columbia, Canada","year":2018,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Spinal Cord Injury BC","funders":"University of British Columbia","keywords":"Social marketing; Injury prevention; Occupational safety and health; Public health; Suicide prevention; Medicine; Human factors and ergonomics; Poison control; Population; Environmental health; Social media; Demography; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001216144,0.000400209,0.00034498,0.001349767,0.003710086,0.001623833,0.001155298,0.0004227389,0.006012226],"category_scores_gemma":[0.003446104,0.0003057302,0.0003392638,0.002339897,0.0008558684,0.000391226,0.0008206778,0.0009558763,0.000326047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05447831,"about_ca_system_score_gemma":0.1229882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967629,"about_ca_topic_score_gemma":0.9978437,"domain_scores_codex":[0.9989059,0.0001596923,0.00003852083,0.0000808226,0.0003803055,0.0004347627],"domain_scores_gemma":[0.9955755,0.0004907909,0.0003647753,0.00006460329,0.001789427,0.001714706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002777234,0.001481159,0.7886396,0.0005978306,0.0001326195,0.0004362695,0.00781076,0.0008679797,0.0006766776,0.0009277532,0.02093524,0.1772164],"study_design_scores_gemma":[0.00004350755,0.0001526176,0.9824873,0.0002873348,0.00003637543,0.0000560301,0.006238707,0.0007365787,0.0001436458,0.0001397979,0.009651587,0.00002648224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684265,0.004446198,0.0002896604,0.005372952,0.00008691363,0.0003713274,0.001499936,0.00005123319,0.01945527],"genre_scores_gemma":[0.9879144,0.002662377,0.000577539,0.0007269935,0.00002016593,0.000121909,0.0004649418,0.00001118685,0.007500554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05447831,"threshold_uncertainty_score":0.3952696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02667152898971415,"score_gpt":0.3869141018873136,"score_spread":0.3602425728975995,"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."}}