{"id":"W4391316368","doi":"10.1002/14651858.cd001431.pub6","title":"Decision aids for people facing health treatment or screening decisions","year":2024,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":332,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane; Ottawa Hospital; Université Laval; University of Ottawa","funders":"","keywords":"Decision aids; Medicine; Alternative medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.02539713,0.001359427,0.00356003,0.006455493,0.0007833444,0.005066436,0.002192006,0.003558928,0.01508844],"category_scores_gemma":[0.1443509,0.0006894946,0.00529112,0.005490199,0.001671298,0.005404777,0.002278956,0.003799373,0.0009123629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002745436,"about_ca_system_score_gemma":0.007120441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846354,"about_ca_topic_score_gemma":0.00328077,"domain_scores_codex":[0.9505547,0.03763977,0.006540325,0.0009718197,0.003891136,0.0004022698],"domain_scores_gemma":[0.821365,0.1623236,0.01149503,0.001139944,0.002905393,0.0007709929],"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":[0.001224038,0.0002238552,0.0009029518,0.5678774,0.004254132,0.0001001093,0.001496187,0.0004813697,0.0001004877,0.005007069,0.01155602,0.4067763],"study_design_scores_gemma":[0.003353353,0.0007772651,0.002317694,0.8662957,0.01012777,0.000353065,0.001389809,0.0004740057,0.0003463837,0.009933549,0.1045134,0.0001180759],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003636717,0.9810049,0.001764887,0.005032468,0.0007787194,0.001350955,0.0004832124,0.00004890737,0.005899241],"genre_scores_gemma":[0.0621593,0.9117786,0.01526664,0.005105637,0.0007242475,0.003512796,0.0004560701,0.00002227275,0.0009744779],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02539713,"threshold_uncertainty_score":0.1343145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6228571666605007,"score_gpt":0.5710596905704921,"score_spread":0.05179747609000862,"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."}}