{"id":"W4385260451","doi":"10.5489/cuaj.8499","title":"Helping patients holistically","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001727091,0.0006273268,0.0005489502,0.000760684,0.01012253,0.004872356,0.001020642,0.003272003,0.02541219],"category_scores_gemma":[0.007264091,0.0002622118,0.0006541488,0.0005246956,0.004778004,0.003088171,0.009781945,0.006218737,0.004813013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004458993,"about_ca_system_score_gemma":0.02089752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01072442,"about_ca_topic_score_gemma":0.06763525,"domain_scores_codex":[0.9967611,0.001190792,0.00009502999,0.0001872077,0.000888616,0.0008772667],"domain_scores_gemma":[0.9940561,0.0003890739,0.0003018068,0.0001660603,0.001134274,0.003952689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007958139,0.0006415671,0.01329434,0.0005851119,0.0001285134,0.004123324,0.08705714,0.000216109,0.001828568,0.02699872,0.6320656,0.2329815],"study_design_scores_gemma":[0.0000451101,0.0002181295,0.009875274,0.001243873,0.00007004842,0.004745209,0.09212743,0.00009639202,0.0002681244,0.02017303,0.8710622,0.00007524974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.07291079,0.01496911,0.003153977,0.3947,0.01335703,0.0002133047,0.0001228251,0.000280077,0.5002929],"genre_scores_gemma":[0.6158829,0.0191919,0.008280977,0.1637355,0.004784154,0.0003596394,0.000268206,0.0001750497,0.1873217],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02541219,"threshold_uncertainty_score":0.08501226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504507472299757,"score_gpt":0.2642431379343502,"score_spread":0.2391980632113526,"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."}}