{"id":"W4411784024","doi":"10.1097/cxa.0000000000000241","title":"Exploring Factors that Impact Provider Experience while Caring for Pregnant People Who Use Substances in Ontario: A Qualitative Descriptive Phenomenology","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; University of Victoria; Vancouver Coastal Health; University of Waterloo","funders":"","keywords":"Phenomenology (philosophy); Qualitative research; Descriptive research; Lived experience; Psychology; Medicine; Sociology; Psychotherapist; Social science; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004405317,0.0001604427,0.0003824836,0.0004105702,0.0002034009,0.00006482816,0.0001439765,0.00006223698,0.00002781496],"category_scores_gemma":[0.0004464107,0.0001095283,0.0001176267,0.0003234701,0.0001063906,0.000985828,0.000009819431,0.0004213597,4.145128e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003448125,"about_ca_system_score_gemma":0.001990743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.469353,"about_ca_topic_score_gemma":0.9762453,"domain_scores_codex":[0.998816,0.0001471031,0.0003279598,0.000162374,0.0001664939,0.0003800846],"domain_scores_gemma":[0.9987692,0.0004197654,0.0002273612,0.0001606311,0.0002022061,0.0002208782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006664846,0.00002445177,0.3309197,0.0000316882,0.0002556203,0.00004243061,0.6646136,0.0002349618,0.001014059,0.0002744948,0.0001858416,0.001736678],"study_design_scores_gemma":[0.001478012,0.0007336079,0.896194,0.001788611,0.0001086857,0.00004130113,0.09373497,0.00007622463,0.004653746,0.0002904771,0.0007517997,0.000148559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963344,0.001411045,0.0005758613,0.0002335326,0.0006769645,0.0006212987,0.00001785067,0.000008133344,0.000120953],"genre_scores_gemma":[0.9994627,0.00003115362,0.0001264303,0.00003753322,0.00003584911,0.00008381437,0.000006361945,0.00001360722,0.0002026142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5708786,"threshold_uncertainty_score":0.9016727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326310056544956,"score_gpt":0.3104850478075682,"score_spread":0.1778540421530727,"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."}}