{"id":"W4417036094","doi":"10.2196/82649","title":"Digital Information Sharing Before Consultations in General Practice: Protocol for a Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Digital health; Information sharing; eHealth; mHealth; Information system","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":[0.1036299,0.005657598,0.01348589,0.01625308,0.005293784,0.007959506,0.00495404,0.009248542,0.1020749],"category_scores_gemma":[0.0977622,0.005961936,0.0145269,0.01465586,0.005296242,0.009351056,0.006798041,0.007207662,0.01898391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01324163,"about_ca_system_score_gemma":0.06984423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005671672,"about_ca_topic_score_gemma":0.0112548,"domain_scores_codex":[0.9509587,0.01995193,0.01764456,0.003763613,0.005268806,0.00241254],"domain_scores_gemma":[0.9291519,0.02404491,0.01273513,0.008108698,0.02283372,0.003125737],"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":[0.01113322,0.001039313,0.00116083,0.8072421,0.001902858,0.001753253,0.007117421,0.001998617,0.003065267,0.009854001,0.07053642,0.08319664],"study_design_scores_gemma":[0.02728881,0.003058074,0.006420157,0.5092722,0.004359763,0.0009420856,0.006016702,0.00137494,0.002660035,0.01495671,0.4230034,0.0006470347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001956501,0.0006280384,0.0008684442,0.0001987103,0.0001493968,0.9956093,0.001898576,0.00003819387,0.0004135753],"genre_scores_gemma":[0.0001566391,0.0005289316,0.0018559,0.00009647696,0.00001862627,0.9968503,0.0003070728,0.000004525151,0.000181549],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1036299,"threshold_uncertainty_score":0.5480541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5520301026330162,"score_gpt":0.7550199454958835,"score_spread":0.2029898428628673,"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."}}