{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746723,0.0002168114,0.0002433314,0.0004106766,0.001134808,0.0009642039,0.0002680805,0.00056554,0.003885876],"category_scores_gemma":[0.01371146,0.000232941,0.0004270823,0.0002946125,0.0007197655,0.0006710383,0.001077256,0.0009332982,0.0002648879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081389,"about_ca_system_score_gemma":0.00063527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004741519,"about_ca_topic_score_gemma":0.007134414,"domain_scores_codex":[0.998219,0.001026638,0.00009100438,0.00009898603,0.0004025187,0.0001618169],"domain_scores_gemma":[0.9912344,0.004446182,0.002803926,0.0002559026,0.0006005261,0.0006589912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000540874,0.0002286726,0.7266158,0.0005136108,0.00009062648,0.01147401,0.196745,0.0001466783,0.003536652,0.0002749912,0.004123735,0.05570926],"study_design_scores_gemma":[0.00001219332,0.0007103724,0.6167402,0.0004420256,0.0001017814,0.01009386,0.358545,0.0001422929,0.001548433,0.0001149746,0.0114928,0.00005614239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963103,0.0005769608,0.00009571557,0.0007990287,0.00003886262,0.00001529967,0.0001005727,0.000007519191,0.002055677],"genre_scores_gemma":[0.9988349,0.0004460223,0.0001394201,0.0001465108,0.000008477488,0.00001316659,0.00003929788,0.000003379668,0.0003688381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004741519,"threshold_uncertainty_score":0.01299953,"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."}}