{"id":"W2584906582","doi":"10.1111/ecc.12644","title":"Advocacy, support and survivorship in prostate cancer","year":2017,"lang":"en","type":"article","venue":"European Journal of Cancer Care","topic":"Family Support in Illness","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Australian Research Council; Prostate Cancer Foundation of Australia; Prostate Cancer Foundation","keywords":"Grassroots; Medicine; Focus group; Psychosocial; Thematic analysis; Nursing; Negotiation; Public relations; Qualitative research; Political science; Sociology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001558152,0.0001136497,0.0002239251,0.0000900725,0.0004556607,0.0002309975,0.0005962402,0.00002305315,0.0002084065],"category_scores_gemma":[0.0002237776,0.0001022276,0.00006257951,0.00007422016,0.0003474188,0.000479882,0.00009446614,0.0002757841,0.000006988332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874219,"about_ca_system_score_gemma":0.0008292172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01043407,"about_ca_topic_score_gemma":0.04595588,"domain_scores_codex":[0.9983436,0.0004171839,0.000351463,0.0001531074,0.0004273733,0.0003072613],"domain_scores_gemma":[0.9986733,0.00003878696,0.0005402794,0.0002104388,0.0003405415,0.0001966545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006504,0.00000889106,0.8475192,0.00003801125,0.00001820997,0.0006334536,0.0632488,0.00001902532,0.00002881672,0.00009339684,0.001800972,0.08652623],"study_design_scores_gemma":[0.0007886029,0.00006165829,0.7181184,0.0003041384,0.00002393061,0.000006548732,0.02265307,5.759134e-7,0.00007656131,0.00004378259,0.257745,0.0001777042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9154977,0.004256346,0.00000147525,0.002456676,0.001971012,0.0001235542,0.00002212006,0.000009625736,0.07566154],"genre_scores_gemma":[0.9939972,0.003659284,0.00004302696,0.0002559874,0.0006760145,0.000003248582,6.879771e-7,0.00002652911,0.001338058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.255944,"threshold_uncertainty_score":0.9961556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226756548602586,"score_gpt":0.3404563648340074,"score_spread":0.3081887993479815,"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."}}