{"id":"W6939373884","doi":"10.6084/m9.figshare.19549814.v1","title":"Additional file 12 of Patient and family involvement in Choosing Wisely initiatives: a mixed methods study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Calgary","funders":"","keywords":"Theme (computing); Patient data; Data collection; Patient record; MEDLINE; Key (lock)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005169484,0.0005713329,0.00107911,0.00224508,0.001812511,0.001604232,0.001682897,0.001076733,0.8670267],"category_scores_gemma":[0.06444906,0.0005303927,0.0006880495,0.003292397,0.0003753899,0.002684688,0.001070778,0.001239457,0.101884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002420074,"about_ca_system_score_gemma":0.003263419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009350495,"about_ca_topic_score_gemma":0.02148532,"domain_scores_codex":[0.9980253,0.0008428812,0.0003784303,0.0001906883,0.000344745,0.0002179731],"domain_scores_gemma":[0.9409476,0.04442208,0.003621863,0.001882231,0.007877032,0.001249195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005131722,0.0003178849,0.002851651,0.003853781,0.00002647267,0.00005400198,0.0009037749,0.0001023664,0.00002657628,0.001031519,0.9726951,0.0176238],"study_design_scores_gemma":[0.0156958,0.001411789,0.09024648,0.02088829,0.0003170107,0.000495514,0.01706921,0.001685415,0.0007720485,0.01516409,0.8359265,0.0003278963],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.003721604,0.0001074607,0.0007915384,0.001274087,0.0001141252,0.007905914,0.9743912,0.000242419,0.01145178],"genre_scores_gemma":[0.09606723,0.0008801978,0.01694765,0.005444952,0.0004934504,0.3565539,0.4237997,0.001137559,0.09867538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8670267,"threshold_uncertainty_score":0.1896702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6378603416268833,"score_gpt":0.5590300465176211,"score_spread":0.0788302951092622,"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."}}