{"id":"W2151827919","doi":"10.1186/1471-2431-14-134","title":"Too many crying babies: a systematic review of pain management practices during immunizations on YouTube","year":2014,"lang":"en","type":"review","venue":"BMC Pediatrics","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Sunnybrook Health Science Centre; Health Sciences Centre; Children's Hospital of Eastern Ontario","funders":"Canadian Pain Society","keywords":"FLACC scale; Medicine; Crying; Breastfeeding; Pain management; Infantile colic; Distress; Screaming; Physical therapy; Pediatrics; Anesthesia; Psychiatry; Postoperative pain","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007474612,0.0008076289,0.004640001,0.001605812,0.0001488655,0.00006168796,0.0009036227,0.0003609902,0.00004381634],"category_scores_gemma":[0.01379918,0.0006621421,0.001086788,0.002263705,0.00004836004,0.0001559314,0.0004645083,0.0006595688,0.0001240998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890003,"about_ca_system_score_gemma":0.0002642285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008517995,"about_ca_topic_score_gemma":7.115916e-7,"domain_scores_codex":[0.9923948,0.002109431,0.002914665,0.0007741118,0.001276475,0.0005304988],"domain_scores_gemma":[0.9887611,0.002556759,0.005866539,0.002354291,0.0002875502,0.0001737805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005864947,0.000176787,0.00008254506,0.990491,0.0002993139,0.00004135357,0.00001824863,7.044699e-7,1.98922e-8,0.0003309841,0.005274354,0.003278808],"study_design_scores_gemma":[0.0003029893,0.000149108,0.00002314432,0.8115409,0.03478439,0.00003524978,0.00006627749,0.00002889033,7.289611e-8,0.00001609769,0.1524464,0.0006064744],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000212587,0.9765031,0.007053599,0.0000504136,0.0001654377,0.009754761,0.00002901823,0.0004499414,0.005991621],"genre_scores_gemma":[0.0000062638,0.9868444,0.008143589,0.0004500661,0.0005838174,0.001482285,0.0002609162,0.000163425,0.002065285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1789501,"threshold_uncertainty_score":0.999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04953398706237426,"score_gpt":0.3556876318400939,"score_spread":0.3061536447777196,"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."}}