{"id":"W4413803677","doi":"10.1002/jgc4.70106","title":"Reading and writing reviews: A primer on systematic, scoping, and narrative reviews for genetic counselors","year":2025,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Reading (process); Primer (cosmetics); Narrative; Psychology; Genetic counseling; Public health; Narrative review; Medical education; Medicine; Genetics; Psychotherapist; Linguistics; Literature; Biology; Nursing; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004697379,0.0002863916,0.00112304,0.0002880857,0.0003542388,0.0001760317,0.0001894197,0.0001321417,0.00004729715],"category_scores_gemma":[0.0009075897,0.0002251079,0.0001801265,0.0002154524,0.00005796599,0.0001175586,0.00002180607,0.0003303998,0.000008121253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004212721,"about_ca_system_score_gemma":0.00009545111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001279795,"about_ca_topic_score_gemma":0.000007476975,"domain_scores_codex":[0.9965293,0.0005578244,0.00195341,0.0003768558,0.0002686479,0.000313997],"domain_scores_gemma":[0.9963771,0.001546482,0.001235444,0.0003202767,0.0004025973,0.0001181673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001855814,0.0005430856,0.003899054,0.110484,0.001457812,0.0001628742,0.1663738,0.0003032417,0.005913383,0.001145162,0.02233711,0.6855246],"study_design_scores_gemma":[0.01023091,0.004836725,0.003505439,0.6658646,0.005037806,0.002985937,0.03638049,0.009173766,0.0001531936,0.00370896,0.2558649,0.002257223],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3276097,0.6472528,0.02113552,0.0005126685,0.001128022,0.002140391,0.000002106543,0.000013692,0.0002050859],"genre_scores_gemma":[0.2100155,0.7305712,0.05399793,0.002959269,0.000909097,0.0002677774,0.000002008024,0.00009332712,0.001183879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6832674,"threshold_uncertainty_score":0.9179631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04381293280231369,"score_gpt":0.3816550864405649,"score_spread":0.3378421536382512,"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."}}