{"id":"W2612807750","doi":"10.1212/cpj.0000000000000365","title":"Online tools for individuals with depression and neurologic conditions","year":2017,"lang":"en","type":"article","venue":"Neurology Clinical Practice","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Neurological Disorders and Stroke; Pfizer Canada; Canadian Frailty Network; Pfizer; Hotchkiss Brain Institute, University of Calgary; Alberta Health Services; Canadian Institutes of Health Research; Canadian Medical Association; Cumming School of Medicine, University of Calgary; Alberta Innovates; University of Calgary","keywords":"PsycINFO; Medicine; Depression (economics); MEDLINE; Migraine; Epilepsy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003539884,0.0004528797,0.0009800661,0.004257501,0.0006020422,0.001906357,0.0008139698,0.001462725,0.0137299],"category_scores_gemma":[0.02532841,0.0002252962,0.001558839,0.003357478,0.0007496918,0.002575813,0.001848168,0.001050049,0.001045802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000941315,"about_ca_system_score_gemma":0.00314921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002166659,"about_ca_topic_score_gemma":0.005095516,"domain_scores_codex":[0.997034,0.001565829,0.0005704812,0.0001459593,0.0005307684,0.00015288],"domain_scores_gemma":[0.982573,0.01266597,0.003251421,0.0002589342,0.0008726945,0.0003778704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003691173,0.0003360869,0.005355299,0.1583628,0.0009092659,0.0003301728,0.001412483,0.0001326735,0.0003408497,0.003190895,0.02984918,0.7994112],"study_design_scores_gemma":[0.001073707,0.0009065703,0.03663211,0.5651996,0.004847717,0.002638337,0.004011677,0.0002132224,0.0007358902,0.007290717,0.3763566,0.00009391167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02088275,0.9319366,0.001273594,0.01084948,0.0006909839,0.0008185854,0.001361167,0.00008317844,0.03210367],"genre_scores_gemma":[0.1370859,0.8384359,0.008905347,0.008880748,0.0007737082,0.001538448,0.001023337,0.00002068218,0.003335994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0137299,"threshold_uncertainty_score":0.0459311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2034617739167687,"score_gpt":0.5521337387890807,"score_spread":0.3486719648723119,"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."}}