{"id":"W4413756224","doi":"10.2196/64998","title":"An Everyday Patient-Centered Discussion Model for Primary Care: Protocol for a Feasibility and Acceptability Study of the Zeroing in on Individualized, Patient-Centered Decisions (ZIP) Approach","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Veterans Affairs","keywords":"Preprint; Protocol (science); Primary care; Medicine; Computer science; Psychology; Alternative medicine; Family medicine; World Wide Web","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":[0.0796487,0.003003547,0.002753173,0.002254285,0.005660998,0.002910091,0.004245962,0.004927119,0.04239711],"category_scores_gemma":[0.07814437,0.002683491,0.002969495,0.002091048,0.003613976,0.003428613,0.004553491,0.0093698,0.009923943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00797755,"about_ca_system_score_gemma":0.02171704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002000416,"about_ca_topic_score_gemma":0.003627328,"domain_scores_codex":[0.9480256,0.03899295,0.005273438,0.002056247,0.002738495,0.002913105],"domain_scores_gemma":[0.9328532,0.02858985,0.006008833,0.0110952,0.01587822,0.005574614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1250195,0.1346231,0.008830205,0.04505965,0.0006741364,0.003337168,0.065781,0.01385037,0.01204786,0.02625429,0.110421,0.4541017],"study_design_scores_gemma":[0.2910008,0.1350288,0.02715354,0.01671075,0.0006574951,0.0007726004,0.03775292,0.01174468,0.01508385,0.02561892,0.4370556,0.001420177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004352806,0.00003582597,0.003035818,0.0002318654,0.00008912726,0.9907617,0.0005491005,0.00006121113,0.0008826099],"genre_scores_gemma":[0.001154598,0.00002186361,0.003198943,0.00005722147,0.000007884451,0.995395,0.00004902232,0.00000252664,0.0001128409],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0796487,"threshold_uncertainty_score":0.4212276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5828190148251763,"score_gpt":0.6115054376335091,"score_spread":0.02868642280833278,"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."}}