{"id":"W6922315558","doi":"10.11575/prism/45374","title":"Patient and family involvement in Choosing Wisely initiatives: a mixed methods study","year":2022,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Content analysis; Stakeholder; Health care; Qualitative research; Nonprobability sampling; Public health; Sample (material); Resource (disambiguation); Perception","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03516907,0.0008041135,0.001192836,0.002893254,0.00623449,0.003427276,0.001727724,0.001719435,0.004463496],"category_scores_gemma":[0.03058986,0.001035664,0.0008555277,0.003124421,0.002461542,0.003528994,0.003031924,0.001464486,0.0005646599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004555266,"about_ca_system_score_gemma":0.006933531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004997787,"about_ca_topic_score_gemma":0.009904767,"domain_scores_codex":[0.9725264,0.021963,0.001370797,0.001206504,0.001499388,0.001433974],"domain_scores_gemma":[0.9527097,0.03632033,0.00403105,0.001779758,0.003265496,0.001893677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001156254,0.007361581,0.1216253,0.001962585,0.0002132224,0.001891914,0.8061753,0.0001578541,0.001026784,0.001529841,0.00148012,0.05541921],"study_design_scores_gemma":[0.0005024277,0.007770461,0.05991558,0.002147611,0.0002397429,0.001286749,0.9139032,0.0008390578,0.001394577,0.001645538,0.0102122,0.0001429061],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931549,0.0005265581,0.001466411,0.0004066156,0.00001588864,0.002877419,0.0002236739,0.000008801217,0.001319899],"genre_scores_gemma":[0.9792576,0.0009826679,0.005646228,0.001160848,0.00003857937,0.01156185,0.0001815454,0.00001466068,0.001156099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03516907,"threshold_uncertainty_score":0.185994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484085204488033,"score_gpt":0.2699863227640997,"score_spread":0.2451454707192194,"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."}}