{"id":"W2740524123","doi":"10.2196/resprot.7667","title":"Integrated Care in Prostate Cancer (ICARE-P): Nonrandomized Controlled Feasibility Study of Online Holistic Needs Assessment, Linking the Patient and the Health Care Team","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer survivorship and care","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Prostate cancer; Medicine; Health care; Family medicine; Nursing; 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":[0.01445043,0.002495311,0.002602394,0.001721425,0.002175803,0.001898303,0.002678517,0.003714128,0.01143631],"category_scores_gemma":[0.01092546,0.001684153,0.001836085,0.001280015,0.003966367,0.002933752,0.002381025,0.003755426,0.00182597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001925295,"about_ca_system_score_gemma":0.007722782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969637,"about_ca_topic_score_gemma":0.004694068,"domain_scores_codex":[0.9879013,0.007506999,0.0006988796,0.001317742,0.001094051,0.001481049],"domain_scores_gemma":[0.9913327,0.002957689,0.001778328,0.00113075,0.0007743062,0.002026253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4415821,0.5315691,0.002592022,0.0009269716,0.0005048263,0.00008626949,0.0006187314,0.0003324065,0.001678619,0.0003113304,0.0007255584,0.01907209],"study_design_scores_gemma":[0.4159104,0.5776577,0.004686399,0.00005929092,0.0001410401,0.00002274045,0.0001732562,0.0002106603,0.0002805015,0.0001455417,0.0006904415,0.00002204818],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8430488,0.0003383479,0.001619731,0.0004357317,0.0003178177,0.1512523,0.0008008606,0.0001334971,0.002052858],"genre_scores_gemma":[0.7294078,0.0006826306,0.01010621,0.001366347,0.0006052879,0.2547116,0.0007156903,0.00002427104,0.002380122],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01445043,"threshold_uncertainty_score":0.0764221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1654677156207705,"score_gpt":0.5561497384225162,"score_spread":0.3906820228017457,"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."}}