{"id":"W2969538140","doi":"10.1111/jep.13258","title":"Development and field testing of a tool to elicit women's preferences among cervical cancer screening modalities","year":2019,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Modalities; Test (biology); Medicine; Preference; Cervical cancer; Decision aids; Pap test; Family medicine; Cervical cancer screening; Cervical screening; Medical education; Gynecology; Cancer; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04606211,0.0009184504,0.0004918782,0.001426049,0.0008612387,0.001085495,0.001228606,0.0009876052,0.003102447],"category_scores_gemma":[0.07234035,0.000402901,0.000915752,0.0007423738,0.0008401325,0.001029217,0.001412299,0.0007718296,0.0004990461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001998382,"about_ca_system_score_gemma":0.006783449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003267729,"about_ca_topic_score_gemma":0.007000914,"domain_scores_codex":[0.9733928,0.01997919,0.002166533,0.0007442393,0.002790698,0.0009264897],"domain_scores_gemma":[0.9266992,0.05784961,0.002447565,0.002309404,0.009734055,0.0009601479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00367231,0.01239148,0.1561641,0.005365668,0.0001853516,0.001447058,0.04830443,0.004283352,0.02881437,0.00158933,0.007571966,0.7302106],"study_design_scores_gemma":[0.008270518,0.08142316,0.5142001,0.006376909,0.0009246663,0.004374547,0.09474847,0.05127263,0.1256549,0.007616877,0.1040596,0.00107768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8861725,0.0001885956,0.05573421,0.0008248808,0.00008733742,0.05017988,0.001055598,0.0003441067,0.005412867],"genre_scores_gemma":[0.5868641,0.0002793541,0.3685388,0.0006043406,0.00004789894,0.04121758,0.0008282002,0.00005568108,0.001564068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04606211,"threshold_uncertainty_score":0.2436026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5112519384559092,"score_gpt":0.5767438898268178,"score_spread":0.06549195137090857,"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."}}