{"id":"W2038481253","doi":"10.1097/mlr.0b013e318032937e","title":"Health Beliefs, Disease Severity, and Patient Adherence","year":2007,"lang":"en","type":"review","venue":"Medical Care","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":482,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Park","funders":"National Institute on Aging","keywords":"Seriousness; Medicine; Disease; Moderation; Illness severity; Severity of illness; Clinical psychology; Rating scale; Family medicine; Psychiatry; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01054741,0.0005483616,0.001499606,0.002668858,0.000232331,0.001325546,0.0006265568,0.0007485236,0.002277683],"category_scores_gemma":[0.03403821,0.0002993482,0.00356363,0.002841049,0.0005555482,0.0006146436,0.0005919814,0.0008984438,0.0001089407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006491049,"about_ca_system_score_gemma":0.0009881735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002404251,"about_ca_topic_score_gemma":0.003132479,"domain_scores_codex":[0.9941517,0.003097188,0.001133954,0.0004980228,0.001006901,0.0001122836],"domain_scores_gemma":[0.9571534,0.03093432,0.00971405,0.000728887,0.00113162,0.0003377624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002329625,0.000296801,0.774182,0.03837789,0.06282176,0.000113022,0.0004136747,0.001109886,0.0002140518,0.0005771371,0.001360032,0.1182041],"study_design_scores_gemma":[0.0008753836,0.001640628,0.906258,0.02027894,0.06145868,0.0004961173,0.0002928898,0.001427067,0.0006115896,0.002318309,0.004269612,0.00007273325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.307014,0.6806837,0.001992671,0.002781053,0.0001956071,0.0002819311,0.003732598,0.00004227444,0.003276267],"genre_scores_gemma":[0.909652,0.08572185,0.002091534,0.0005960715,0.0002490983,0.0002803667,0.00121286,0.00000716352,0.0001891534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01054741,"threshold_uncertainty_score":0.05578071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09873205018513126,"score_gpt":0.433601035621421,"score_spread":0.3348689854362897,"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."}}