{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003727894,0.0001015577,0.0002281625,0.0002099342,0.0009477009,0.000006149251,0.0003008458,0.0001062217,0.0000346901],"category_scores_gemma":[0.00009311784,0.00005864419,0.00002331329,0.000948581,0.0001031458,0.0001595435,0.00005804006,0.0007924094,0.000001809027],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005784733,"about_ca_system_score_gemma":0.04023368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3213222,"about_ca_topic_score_gemma":0.8711729,"domain_scores_codex":[0.9964233,0.001975114,0.000773092,0.0001167441,0.0001835215,0.0005282009],"domain_scores_gemma":[0.9987375,0.0002180677,0.000426767,0.0003468492,0.0001531176,0.0001176735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003798941,0.0002102556,0.8031036,0.00238776,0.00005834936,1.644736e-7,0.1511905,0.00007614474,0.000007872221,0.01661736,0.0018237,0.02448631],"study_design_scores_gemma":[0.001252262,0.00007020628,0.9298188,0.0006597282,0.000006539164,4.13326e-7,0.063111,0.00008644326,0.00001369778,0.002244792,0.002667994,0.00006810401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572002,0.00009312682,0.0004483799,0.03570283,0.0001193914,0.001589939,0.00002378137,0.00001086723,0.004811454],"genre_scores_gemma":[0.9956859,0.00006680862,0.00006396922,0.003509825,0.000006461413,0.0001549409,0.00006551479,0.000009109818,0.0004375135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5498506,"threshold_uncertainty_score":0.9652073,"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."}}