{"id":"W3209174969","doi":"10.2196/31966","title":"A Digital Coaching Intervention for Cancer Survivors With Job Loss: Retrospective Study","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coaching; Intervention (counseling); Job loss; Retrospective cohort study; Physical therapy; Psychology; Medicine; Nursing; Unemployment; Psychotherapist; Surgery; Economics","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":[0.001010908,0.000285941,0.0004596313,0.0006580555,0.0009200852,0.000771873,0.0004276324,0.0006207589,0.001421096],"category_scores_gemma":[0.003061504,0.0004104561,0.000795731,0.0009326173,0.0004226495,0.0003650681,0.0006324813,0.0006270658,0.0002932959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005452228,"about_ca_system_score_gemma":0.001232447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003806777,"about_ca_topic_score_gemma":0.003853468,"domain_scores_codex":[0.9990218,0.0002700292,0.0001545012,0.0002271388,0.0001814591,0.0001451144],"domain_scores_gemma":[0.9980074,0.0003371378,0.0009260207,0.0002278508,0.0002414805,0.0002600664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009817148,0.001376778,0.9882365,0.0002827506,0.0002309121,0.0002719163,0.0004666742,0.00003318711,0.0002059781,0.00003389354,0.000289553,0.007590191],"study_design_scores_gemma":[0.0002987586,0.006850454,0.9859704,0.0003637805,0.0005737205,0.00137382,0.00214343,0.0002487628,0.0001934378,0.0000547953,0.001907621,0.00002093258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986333,0.0007733729,0.00009726785,0.00002721076,0.000009281756,0.0001180644,0.0001480236,0.000002190865,0.0001912763],"genre_scores_gemma":[0.9986261,0.0006611618,0.0001318049,0.00008610081,0.00001723819,0.0001375677,0.0002235397,0.00000225492,0.0001141685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003806777,"threshold_uncertainty_score":0.007569253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778550501842533,"score_gpt":0.3295951895560141,"score_spread":0.3118096845375887,"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."}}