{"id":"W4407762096","doi":"10.1186/s12982-025-00443-7","title":"Processes of development related with the implementation of the Icelandic prevention model in a rural Canadian community","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Students Commission; Carleton University; Royal Ottawa Mental Health Centre; Public Health Agency of Canada; Mental Health Commission of Canada; Dalhousie University; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Icelandic; Geography; Environmental planning; Environmental resource management; Environmental 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":[0.01301454,0.0007408208,0.0004245561,0.001578556,0.01774939,0.006165555,0.002420459,0.0009644676,0.001967798],"category_scores_gemma":[0.01578844,0.000468533,0.0005795198,0.001812426,0.006222005,0.001425348,0.006016508,0.001711804,0.0001677391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08948758,"about_ca_system_score_gemma":0.217573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9387275,"about_ca_topic_score_gemma":0.9672214,"domain_scores_codex":[0.9909923,0.0043467,0.0002415901,0.0005763583,0.001723696,0.002119404],"domain_scores_gemma":[0.9921624,0.002488127,0.0006368954,0.0002984581,0.002783032,0.001631072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009840677,0.0003474884,0.03443456,0.0004526845,0.00002177603,0.00156936,0.8542208,0.0009384584,0.001196938,0.0074067,0.002670267,0.09664266],"study_design_scores_gemma":[0.00003600431,0.0003196107,0.05740143,0.0008341945,0.00008152742,0.0003081982,0.8710108,0.00144663,0.00174027,0.00176916,0.06494549,0.0001065864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263458,0.0009422571,0.005382287,0.007422492,0.00006514251,0.002511369,0.0003513885,0.0001054126,0.05687383],"genre_scores_gemma":[0.977137,0.001274962,0.01343936,0.0004790529,0.00001056029,0.0006093634,0.0001819749,0.0000309582,0.006836615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08948758,"threshold_uncertainty_score":0.6492809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0567171997020134,"score_gpt":0.4434526196247512,"score_spread":0.3867354199227378,"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."}}