{"id":"W2107032532","doi":"10.1186/1748-5908-8-26","title":"Implementing a knowledge application program for anxiety and depression in community-based primary mental health care: a multiple case study research protocol","year":2013,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Centre Hospitalier de l’Université de Montréal; Université Laval; Institut National de Santé Publique du Québec; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Mental health; Medicine; Health services research; Context (archaeology); Multidisciplinary approach; Health administration; Implementation research; Nursing; Anxiety; Health care quality; Quality management; Health care; Public health; Psychiatry; Psychological intervention","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02808322,0.0002296055,0.0003109082,0.0009356953,0.01042968,0.0001964102,0.0005810625,0.00006151564,0.00007460967],"category_scores_gemma":[0.000762606,0.0002157886,0.00003112999,0.002688728,0.0004239606,0.001193431,0.00076127,0.0007265747,0.00002869112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934832,"about_ca_system_score_gemma":0.003957917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03114646,"about_ca_topic_score_gemma":0.0526961,"domain_scores_codex":[0.9902846,0.00395326,0.001726742,0.0008201412,0.001086863,0.002128403],"domain_scores_gemma":[0.9940873,0.002569139,0.0006497572,0.0006508264,0.0015386,0.0005043414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004515639,0.000435428,0.5788814,0.0009081668,0.000002675004,9.324092e-7,0.1739511,0.00000144249,0.002088013,0.00003406025,0.003238101,0.2404135],"study_design_scores_gemma":[0.01440731,0.001230855,0.2277175,0.00009806071,0.000004325437,0.00001812702,0.6623124,0.002794138,0.0004719716,0.00007149948,0.09053797,0.0003359131],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7023229,0.000004915449,0.00129631,0.001755751,0.00007739203,0.2941613,0.0000932628,0.0001038102,0.0001844054],"genre_scores_gemma":[0.5946839,6.621631e-7,0.008002768,0.001925893,0.00004340264,0.395261,0.00005722363,0.00001762379,0.000007420206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4883612,"threshold_uncertainty_score":0.9908586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6324502100004777,"score_gpt":0.7589177809769304,"score_spread":0.1264675709764527,"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."}}