{"id":"W4236440043","doi":"10.21203/rs.2.14757/v1","title":"Short and Long-term Barriers and Facilitators of SSE Among Individuals with Melanoma","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary","funders":"","keywords":"Psychological intervention; Medicine; Observational study; Logistic regression; Melanoma; Skin cancer; Cancer; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007105,0.0002231422,0.0003062953,0.0005005228,0.0008012811,0.0006548651,0.0003589651,0.0005023918,0.002549062],"category_scores_gemma":[0.004664862,0.0002302065,0.0005727174,0.0004967829,0.0003197683,0.0006927741,0.0009541183,0.001020004,0.0002140197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005240973,"about_ca_system_score_gemma":0.001106187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561409,"about_ca_topic_score_gemma":0.02683487,"domain_scores_codex":[0.9993258,0.0001995487,0.00007301341,0.0001012259,0.0001033521,0.0001970174],"domain_scores_gemma":[0.9966652,0.0008499239,0.001242697,0.0001092012,0.0003174041,0.0008156858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003378418,0.0002025835,0.9971078,0.00001701124,0.00001914545,0.00002312042,0.0005275971,0.00002080327,0.00003676149,0.00001241611,0.00008038956,0.001918501],"study_design_scores_gemma":[0.000002075965,0.0001123479,0.9977306,0.00002178929,0.00001280714,0.0000311164,0.001874017,0.00007107699,0.00002766352,0.00001658067,0.00009651188,0.00000354396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994173,0.0001182797,0.00002041495,0.00009911678,0.000003982881,0.000009974379,0.00009527859,0.000001641195,0.0002341395],"genre_scores_gemma":[0.9996616,0.00005902425,0.0000349063,0.00001713933,0.000003185974,0.00001236198,0.00006635863,5.846904e-7,0.0001448035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01561409,"threshold_uncertainty_score":0.03104639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032352430653043,"score_gpt":0.3427346168538885,"score_spread":0.3124110925473581,"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."}}