{"id":"W7042405038","doi":"","title":"Patients’ anxiety and expectations: How they influence family physicians’ decisions to order cancer screening\\n tests","year":2005,"lang":"en","type":"article","venue":"PubMed Central","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Cancer screening; Test (biology); Colonoscopy; Cancer; Fecal occult blood; Screening test; Mammography","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":[0.003768823,0.0002063538,0.0002762914,0.0003576267,0.0006973519,0.002054479,0.0003073381,0.0008556455,0.002666811],"category_scores_gemma":[0.0498443,0.0002558317,0.000530184,0.0003066188,0.0009482481,0.0006591455,0.0005424289,0.0009824366,0.0002153394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678351,"about_ca_system_score_gemma":0.002053459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02291618,"about_ca_topic_score_gemma":0.03073699,"domain_scores_codex":[0.9934508,0.004601054,0.0001971141,0.0002553404,0.0009192802,0.0005764857],"domain_scores_gemma":[0.9551893,0.03171614,0.007077496,0.0005135664,0.001445171,0.004058249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004615726,0.0002570185,0.9845151,0.00002645766,0.000208882,0.0001852406,0.003163425,0.0004404545,0.0001505341,0.0001752288,0.0008148581,0.00960132],"study_design_scores_gemma":[0.00005468024,0.0003231851,0.9922205,0.00005220412,0.00009983034,0.000156005,0.004142145,0.00171264,0.00009790476,0.0003521251,0.0007536707,0.0000351545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958118,0.000315426,0.0000978195,0.001843247,0.00001374394,0.000007756251,0.00004306269,0.000003613295,0.001863549],"genre_scores_gemma":[0.9996842,0.00005378525,0.0000406577,0.000123048,0.00001053878,0.000002469324,0.0000152996,9.853056e-7,0.0000690285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02291618,"threshold_uncertainty_score":0.04556555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001028253515652,"score_gpt":0.2622598126026439,"score_spread":0.2222495300674873,"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."}}