{"id":"W7111206286","doi":"10.1371/journal.pone.0320306.s006","title":"QPSS Study Protocol.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; Health care; Quality of life (healthcare); Intervention (counseling); Randomized controlled trial; Family caregivers; Qualitative property; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0291574,0.001725949,0.00323158,0.002735408,0.003577835,0.004174042,0.003643315,0.003651385,0.3918611],"category_scores_gemma":[0.0307877,0.002459301,0.002591264,0.002680921,0.001180098,0.002450242,0.003263909,0.00525299,0.1159139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005267521,"about_ca_system_score_gemma":0.03127085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079422,"about_ca_topic_score_gemma":0.02005206,"domain_scores_codex":[0.99004,0.00524206,0.001952021,0.0009328261,0.001158931,0.0006741384],"domain_scores_gemma":[0.9836425,0.003191238,0.001140077,0.002282654,0.007946881,0.001796602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03453218,0.004682743,0.002967244,0.03667256,0.0003797453,0.0004562566,0.002856966,0.0008038218,0.0008720512,0.0131946,0.7183406,0.1842412],"study_design_scores_gemma":[0.02855484,0.003518033,0.005525442,0.01786961,0.0002804089,0.0002120986,0.001621622,0.0005777499,0.0005074688,0.008335026,0.9328722,0.0001254741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002308455,0.001437655,0.005779198,0.001675711,0.001409879,0.8956857,0.06575218,0.0005007476,0.02545052],"genre_scores_gemma":[0.001862859,0.0005302082,0.006132913,0.001204379,0.0001032,0.9755934,0.007009212,0.00006413503,0.007499715],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3918611,"threshold_uncertainty_score":0.8674363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143833824569341,"score_gpt":0.4741831961477817,"score_spread":0.3597998136908476,"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."}}