{"id":"W7116775215","doi":"10.1186/s13722-025-00626-2","title":"Facilitator perspectives on in-person versus videoconference delivery of a remedial intervention for impaired drivers: a qualitative study","year":2025,"lang":"en","type":"article","venue":"Addiction Science & Clinical Practice","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Transport Canada","keywords":"Facilitator; Videoconferencing; Qualitative research; Health psychology; The Internet; Public health; Curriculum; Internet access; Mental health","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":[0.02614945,0.0007992134,0.001061904,0.002175811,0.009972505,0.004491829,0.002967535,0.002249772,0.004613665],"category_scores_gemma":[0.03788057,0.0007879692,0.0006257417,0.001393035,0.007698374,0.004389876,0.006037745,0.003022729,0.0005888102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007112486,"about_ca_system_score_gemma":0.009462762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007931133,"about_ca_topic_score_gemma":0.01038707,"domain_scores_codex":[0.9794335,0.01598721,0.0005050717,0.0008287176,0.0007659241,0.002479505],"domain_scores_gemma":[0.9456154,0.04418919,0.002121565,0.0006909328,0.003886405,0.003496365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004247581,0.00009621384,0.001297615,0.0002482042,0.000004554228,0.0004501235,0.9937145,0.00002239198,0.0005709347,0.0004896785,0.000245208,0.002818011],"study_design_scores_gemma":[0.00001111297,0.0001235266,0.0007399333,0.0003378022,0.000007159515,0.000095942,0.9939498,0.00006439509,0.0004369557,0.0001339731,0.004089035,0.00001040295],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870982,0.0007731526,0.003811128,0.002160117,0.000127979,0.0007777848,0.0001399411,0.00003574967,0.005076042],"genre_scores_gemma":[0.992407,0.0006979755,0.001975711,0.00080999,0.00003825916,0.001187771,0.00005143396,0.00003967123,0.00279222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02614945,"threshold_uncertainty_score":0.1382931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09204022667187894,"score_gpt":0.460479535440643,"score_spread":0.368439308768764,"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."}}