{"id":"W4401219621","doi":"10.2196/58845","title":"Self-Management Systems for Patients and Clinicians in Parkinson Care: Protocol for an Integrated Scoping Review, Product Search, and Evaluation","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Medicine; Product (mathematics); Computer science; Nursing; Alternative medicine","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":[0.115422,0.006465079,0.01864892,0.02020182,0.006263545,0.01133082,0.006527971,0.008723359,0.0723769],"category_scores_gemma":[0.109017,0.0060222,0.02137857,0.01986074,0.005036243,0.01075061,0.01009925,0.007204933,0.01360841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02316799,"about_ca_system_score_gemma":0.08937535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009122826,"about_ca_topic_score_gemma":0.02032708,"domain_scores_codex":[0.9375545,0.02354099,0.0225575,0.003397297,0.009482288,0.003467455],"domain_scores_gemma":[0.9275208,0.02068416,0.01470484,0.005646584,0.02882992,0.002613798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008019283,0.0007515111,0.0009897508,0.8540715,0.002447259,0.0005821392,0.003213644,0.001680698,0.001838209,0.00472363,0.03755288,0.08412956],"study_design_scores_gemma":[0.02168507,0.003265723,0.00562415,0.6784403,0.008979134,0.0005689765,0.003642115,0.001494977,0.002916411,0.006054408,0.2667902,0.0005385749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002393131,0.001247854,0.0009530997,0.0002296516,0.0001056417,0.9943551,0.00223039,0.00006550402,0.0005734819],"genre_scores_gemma":[0.0002366741,0.0009978338,0.003410212,0.0001156144,0.00001211203,0.9945322,0.0004531819,0.00000838026,0.0002337827],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.115422,"threshold_uncertainty_score":0.6104172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2337605955033965,"score_gpt":0.5703867492138256,"score_spread":0.3366261537104291,"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."}}