{"id":"W7106214225","doi":"10.17605/osf.io/b8k6g","title":"Scoping Review Protocol: Healthcare Professionals’ Perspectives on Alternative Models of Genetic Healthcare Delivery","year":2025,"lang":"","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Health care; Scope (computer science); Healthcare delivery; Health professionals; Systematic review; Healthcare system; Narrative review","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2478819,0.00327551,0.008054959,0.01762116,0.00591865,0.01161114,0.00602357,0.01386549,0.0822018],"category_scores_gemma":[0.3507913,0.004888576,0.009620599,0.01725645,0.007823017,0.01016845,0.009123823,0.009181192,0.02606161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0157363,"about_ca_system_score_gemma":0.1192044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00556346,"about_ca_topic_score_gemma":0.01079446,"domain_scores_codex":[0.853199,0.07039639,0.0541404,0.005301408,0.01402888,0.002933919],"domain_scores_gemma":[0.6782759,0.1419331,0.0324998,0.02771539,0.1136736,0.005902257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003699916,0.0003357251,0.001028624,0.6225485,0.001087811,0.0005783791,0.007304366,0.001103971,0.00130695,0.027018,0.2255828,0.1084049],"study_design_scores_gemma":[0.005770039,0.0004383369,0.002101846,0.5862177,0.001465429,0.0002852212,0.004132027,0.0006933549,0.001327905,0.01976476,0.377487,0.0003163087],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006585607,0.003604379,0.006820122,0.005003975,0.00197452,0.9606273,0.01509929,0.0002698296,0.005942033],"genre_scores_gemma":[0.0007960449,0.002140448,0.01252315,0.0009205232,0.0001072356,0.9808223,0.001566628,0.00003030469,0.001093415],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2478819,"threshold_uncertainty_score":0.9274955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08083271360463315,"score_gpt":0.4796848261577968,"score_spread":0.3988521125531637,"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."}}