{"id":"W2220259373","doi":"10.1002/pon.3873","title":"Abstracts","year":2015,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Edith Cowan University; University of Calgary","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004150532,0.001263802,0.001103934,0.002621538,0.00151742,0.004294902,0.002283999,0.001498021,0.6828908],"category_scores_gemma":[0.009371977,0.0004497178,0.001240867,0.002804113,0.0004619556,0.001740578,0.00291903,0.001181878,0.37066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002239795,"about_ca_system_score_gemma":0.006249359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102282,"about_ca_topic_score_gemma":0.002370598,"domain_scores_codex":[0.9972796,0.0008035286,0.000405237,0.0005223203,0.0007588432,0.0002303176],"domain_scores_gemma":[0.9954111,0.0009736927,0.0002667066,0.0006130675,0.001833527,0.0009018704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001795844,0.0003019233,0.001433856,0.003991148,0.00006375296,0.0001799788,0.0003308996,0.0001628071,0.0006786422,0.009927819,0.7186482,0.2624851],"study_design_scores_gemma":[0.0003365643,0.0002339462,0.002175717,0.0009375449,0.00004852391,0.0001398496,0.000323442,0.00008911408,0.0003156243,0.002530339,0.992853,0.00001633995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009499276,0.01010345,0.01792774,0.008562774,0.01137843,0.01973235,0.1225975,0.003287628,0.7969109],"genre_scores_gemma":[0.04143057,0.008982126,0.01995548,0.00855413,0.002743915,0.02220457,0.08346216,0.001648238,0.8110188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3171092,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07217221033274634,"score_gpt":0.3883749924266288,"score_spread":0.3162027820938824,"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."}}