{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001097742,0.00020774,0.0001617286,0.000144297,0.0002292262,0.0005170532,0.0003252842,0.00005612153,0.00003706655],"category_scores_gemma":[0.000539619,0.0001842965,0.00003904631,0.0006508103,0.00005492913,0.002205693,0.0002046865,0.0001182269,0.00005698979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005483333,"about_ca_system_score_gemma":0.00002445109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004953447,"about_ca_topic_score_gemma":0.001212948,"domain_scores_codex":[0.9981827,0.000006882053,0.0001934951,0.0003990639,0.0003299387,0.0008879032],"domain_scores_gemma":[0.9992166,0.00004459032,0.0001148023,0.0002509317,0.0003056193,0.00006750684],"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":[0.00002419719,0.00009455447,0.4563411,0.00001362022,0.00001582305,5.776139e-7,0.0001934885,0.0005993079,0.00009994421,0.0006142078,0.006089289,0.5359139],"study_design_scores_gemma":[0.0002301685,0.000002284938,0.8698685,0.00006002179,0.00002728303,2.85743e-7,0.0002188099,0.0005400309,0.00005786007,0.00009362284,0.1286633,0.0002377659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914441,0.0002761138,0.003019949,0.003550528,0.0004200792,0.0005015133,0.0000379191,0.00009754796,0.0006522596],"genre_scores_gemma":[0.991992,0.0001218758,0.001747351,0.004474004,0.001219524,0.000238547,0.000053407,0.00002440359,0.0001288885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5356761,"threshold_uncertainty_score":0.7515392,"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."}}