{"id":"W2117494266","doi":"10.2196/resprot.2135","title":"Decision Support and the Effectiveness of Web-based Delivery and Information Tailoring for Bowel Cancer Screening: An Exploratory Study","year":2012,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Medicine; Population; Psychological intervention; Test (biology); Family medicine; Cancer screening; Cancer; Nursing; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01727033,0.0005748527,0.0006999343,0.00112412,0.0005307548,0.001305534,0.0008760073,0.001066567,0.003300765],"category_scores_gemma":[0.1080784,0.0003785096,0.0009160452,0.0008056823,0.0006147901,0.001548283,0.001192922,0.001004922,0.0003507847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009695307,"about_ca_system_score_gemma":0.001430667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009512876,"about_ca_topic_score_gemma":0.0004891377,"domain_scores_codex":[0.9865632,0.0102327,0.0009725232,0.0005807611,0.001125129,0.0005256601],"domain_scores_gemma":[0.8235386,0.1606621,0.008480111,0.002758406,0.00200928,0.002551486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05983788,0.2352558,0.2270958,0.002294536,0.001061432,0.0005635525,0.0182412,0.007678763,0.002840395,0.001307426,0.001205452,0.4426177],"study_design_scores_gemma":[0.02994133,0.402358,0.4460156,0.0008166727,0.001955663,0.0005769957,0.01232596,0.09066545,0.006370619,0.003451511,0.005246116,0.0002760481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9980867,0.0000481824,0.0003050637,0.00007451322,0.000006199473,0.0006058975,0.00004784895,0.00001057272,0.0008151954],"genre_scores_gemma":[0.9957294,0.00008386112,0.002568803,0.00006282597,0.00001811209,0.001172767,0.00006211179,0.000005044193,0.0002971519],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01727033,"threshold_uncertainty_score":0.0913353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1636672479320693,"score_gpt":0.4894904009123928,"score_spread":0.3258231529803235,"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."}}