{"id":"W3198086548","doi":"10.2196/29061","title":"Digital Technology Tools to Examine Patient Adherence to a Prescription-Only Omega-3 Polyunsaturated Fatty Acid Therapy To Mitigate Cardiovascular Risk: Protocol for a Prospective Observational Study and Preliminary Demographic Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Medical prescription; Population; Docosahexaenoic acid; Prospective cohort study; Pharmacist; Family medicine; Internal medicine; Pharmacy; Environmental health; Polyunsaturated fatty acid; Nursing; Fatty acid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0275707,0.003063248,0.003474607,0.003179086,0.004783803,0.001638636,0.002513818,0.002718912,0.02364123],"category_scores_gemma":[0.01582457,0.002089781,0.003550862,0.003233503,0.001697104,0.001525537,0.002026845,0.003434352,0.00533721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004694458,"about_ca_system_score_gemma":0.01946768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004891451,"about_ca_topic_score_gemma":0.00751849,"domain_scores_codex":[0.9863778,0.007701183,0.002498824,0.00113282,0.001270717,0.001018633],"domain_scores_gemma":[0.984697,0.00285709,0.002083131,0.002294368,0.006565513,0.001502922],"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":[0.1887935,0.1514353,0.1027337,0.04306899,0.002378628,0.002602883,0.008868298,0.01558076,0.01990183,0.0145266,0.08638295,0.3637267],"study_design_scores_gemma":[0.2364989,0.1574517,0.281981,0.0157667,0.001802525,0.0008517276,0.009420806,0.01357216,0.01193174,0.00858215,0.261009,0.00113154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004286199,0.00009350319,0.002563745,0.00007515879,0.0000600668,0.9902767,0.001953912,0.00004312098,0.0006476218],"genre_scores_gemma":[0.001570685,0.00005068655,0.004082158,0.00004261585,0.00001090572,0.9937784,0.0003092669,0.000002581086,0.0001526361],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0275707,"threshold_uncertainty_score":0.1458095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2157610254558725,"score_gpt":0.4818959404946031,"score_spread":0.2661349150387306,"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."}}