{"id":"W3039392356","doi":"10.1101/2020.06.30.20143891","title":"Theory-guided development of fertility care implementation strategies for adolescents and young adult cancer survivors","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada)","funders":"National Institutes of Health","keywords":"Oncofertility; Fertility preservation; Implementation research; Referral; Fertility; Medicine; Context (archaeology); Thematic analysis; Health care; Family medicine; Qualitative research; Nursing; Population; Psychological intervention","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":[0.04235071,0.001081916,0.0007250845,0.004268536,0.003586084,0.006136149,0.003100815,0.00161555,0.003788145],"category_scores_gemma":[0.0357703,0.0007383997,0.00141771,0.002122927,0.008991617,0.004441754,0.006386859,0.003153933,0.0004416897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01437387,"about_ca_system_score_gemma":0.03559378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005191133,"about_ca_topic_score_gemma":0.009198816,"domain_scores_codex":[0.9777549,0.01827773,0.000765694,0.0009414469,0.001360335,0.0008999333],"domain_scores_gemma":[0.9577224,0.03445815,0.001563552,0.001513497,0.003529771,0.001212665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001066354,0.001988864,0.01696731,0.005435624,0.0001156912,0.0006671954,0.543871,0.004764806,0.002120583,0.1485906,0.005490197,0.2698815],"study_design_scores_gemma":[0.0004316335,0.001013756,0.01292868,0.01276102,0.0002934369,0.0005561819,0.7466649,0.01969569,0.005443601,0.125385,0.07469365,0.0001323903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4357344,0.002074488,0.4343407,0.02628778,0.0004343061,0.02424515,0.0004613857,0.000432627,0.07598919],"genre_scores_gemma":[0.5469421,0.001427394,0.4335384,0.001439395,0.00002381066,0.01397393,0.0002463826,0.00005426116,0.002354547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04235071,"threshold_uncertainty_score":0.2239746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05524744046448782,"score_gpt":0.3605008944081303,"score_spread":0.3052534539436425,"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."}}