{"id":"W2786555415","doi":"10.2196/cancer.8250","title":"Web-Based Communication Strategies Designed to Improve Intention to Minimize Risk for Colorectal Cancer: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Council South Australia; Government of South Australia; South Australian Health and Medical Research Institute; Flinders Medical Centre Foundation","keywords":"Colorectal cancer; Web application; Randomized controlled trial; Medicine; Oncology; Computer science; Internal medicine; World Wide Web; Cancer","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":[0.006872205,0.002048232,0.005129763,0.001389475,0.001102741,0.001767662,0.001664391,0.004456582,0.01243219],"category_scores_gemma":[0.01539791,0.00114049,0.004405661,0.001256161,0.00187412,0.001964286,0.001072502,0.004025895,0.001054742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634351,"about_ca_system_score_gemma":0.002876081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002789356,"about_ca_topic_score_gemma":0.003022806,"domain_scores_codex":[0.9942274,0.003453556,0.0007357668,0.0006571347,0.0004858637,0.0004402404],"domain_scores_gemma":[0.9921497,0.004526227,0.001644643,0.0004079055,0.0004513045,0.0008201736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9445745,0.02629155,0.0006298739,0.006504278,0.003222548,0.00003471642,0.0001411507,0.000206043,0.0004090391,0.0001582948,0.0006701926,0.01715786],"study_design_scores_gemma":[0.9507791,0.0458592,0.0009194535,0.0003040685,0.001371621,0.000006429142,0.00003462777,0.000220371,0.0001208603,0.0001055416,0.0002673913,0.00001128522],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948001,0.01680641,0.00218869,0.001897051,0.003365,0.07434701,0.001960505,0.0004451672,0.004190015],"genre_scores_gemma":[0.850946,0.007909318,0.009351888,0.002370276,0.001839829,0.1230918,0.0007716548,0.00003926073,0.003679853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01243219,"threshold_uncertainty_score":0.0415898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03719341199949382,"score_gpt":0.4597031566376378,"score_spread":0.4225097446381439,"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."}}