{"id":"W3160359275","doi":"10.1177/22925503211011947","title":"Impact of Before and After Photographs on Parents of Children With Cleft Lip","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Thematic analysis; Context (archaeology); Intervention (counseling); Social media; Psychology; Medicine; Qualitative research; Psychiatry; Sociology; Social science","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":[0.0002340463,0.00006827679,0.000203767,0.00009759511,0.00005953585,0.00000892632,0.00003613845,0.00006054874,0.0001296884],"category_scores_gemma":[0.007929831,0.00005722571,0.0000646668,0.000388178,0.0002050622,0.00005257164,0.000008960346,0.00006223238,0.00000190696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004135098,"about_ca_system_score_gemma":0.0006230389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002631293,"about_ca_topic_score_gemma":0.001485717,"domain_scores_codex":[0.9990894,0.0001188466,0.0001835265,0.0001314538,0.0002858292,0.0001909616],"domain_scores_gemma":[0.9894897,0.0100472,0.0001306793,0.00009159357,0.0001202161,0.0001205876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004926417,0.00009425911,0.9902923,0.0000204764,0.00003577143,0.0000012113,0.006420072,0.000001160657,0.000005343353,0.00001332792,0.00005060759,0.003016231],"study_design_scores_gemma":[0.00007433846,0.00006064017,0.9988717,0.0001285068,0.00001929144,7.448069e-7,0.0006942929,0.000001104809,0.00005480386,0.0000294002,0.00001574613,0.0000494303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977256,0.00005022154,0.000002049098,0.00003275547,0.001961906,0.0001321434,0.00002821431,0.00001003711,0.00005704624],"genre_scores_gemma":[0.9996259,0.00007763222,0.00002732455,0.000007063765,0.0001890507,0.00005206823,0.00001203222,0.000007549181,0.000001406569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009928348,"threshold_uncertainty_score":0.9493321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259603268732464,"score_gpt":0.3292445427971891,"score_spread":0.2966485101098644,"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."}}