{"id":"W2008321822","doi":"10.1002/pon.1932","title":"Implementing screening for distress, the 6th vital sign: a Canadian strategy for changing practice","year":2011,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"Health Canada; Public Health Agency of Canada","keywords":"Distress; Medicine; Implementation; Sign (mathematics); Nursing; Computer science; Clinical psychology","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":[0.03331983,0.0009045588,0.0004344153,0.003470188,0.0129642,0.005710692,0.003903295,0.003683281,0.002630205],"category_scores_gemma":[0.04432956,0.0005584257,0.001020813,0.002355778,0.005984407,0.002743442,0.008466373,0.006018334,0.0005228925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07848142,"about_ca_system_score_gemma":0.5170252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8951889,"about_ca_topic_score_gemma":0.9195203,"domain_scores_codex":[0.9707563,0.01141072,0.001964647,0.001238053,0.01072557,0.003904732],"domain_scores_gemma":[0.940392,0.004906521,0.003234244,0.001807709,0.02508231,0.02457705],"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":[0.0001316809,0.001026416,0.05573726,0.001995451,0.00007426819,0.001694476,0.03594111,0.002360989,0.005047163,0.01720265,0.1472923,0.7314963],"study_design_scores_gemma":[0.0003448313,0.001676088,0.2532179,0.006035151,0.0002102304,0.00148855,0.10145,0.005766352,0.004328866,0.01143868,0.6134374,0.0006058625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08969777,0.007044895,0.04142425,0.8034888,0.003027352,0.005990242,0.0003470816,0.001152231,0.04782733],"genre_scores_gemma":[0.556707,0.01489979,0.3299041,0.07226605,0.0005433942,0.003708982,0.0007391247,0.0002396954,0.02099183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1048111,"threshold_uncertainty_score":0.5694252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041545145373868,"score_gpt":0.3965948336214971,"score_spread":0.2924403190841103,"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."}}